Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Christopher K. I. Williams
@article{DBLP:journals/mva/CamilleriZBZW23,
author = {Michael P. J. Camilleri and
Li Zhang and
Rasneer S. Bains and
Andrew Zisserman and
Christopher K. I. Williams},
title = {Persistent animal identification leveraging non-visual markers},
journal = {Mach. Vis. Appl.},
volume = {34},
number = {4},
pages = {68},
year = {2023},
url = {https://doi.org/10.1007/s00138-023-01414-1},
doi = {10.1007/S00138-023-01414-1},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mva/CamilleriZBZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/NazabalTW23,
author = {Alfredo Naz{\'{a}}bal and
Nikolaos Tsagkas and
Christopher K. I. Williams},
title = {Inference and Learning for Generative Capsule Models},
journal = {Neural Comput.},
volume = {35},
number = {4},
pages = {727--761},
year = {2023},
url = {https://doi.org/10.1162/neco\_a\_01564},
doi = {10.1162/NECO\_A\_01564},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/NazabalTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PetricekBNCJW23,
author = {Tomas Petricek and
Gerrit J. J. van den Burg and
Alfredo Naz{\'{a}}bal and
Taha Ceritli and
Ernesto Jim{\'{e}}nez{-}Ruiz and
Christopher K. I. Williams},
title = {{AI} Assistants: {A} Framework for Semi-Automated Data Wrangling},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {9},
pages = {9295--9306},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3222538},
doi = {10.1109/TKDE.2022.3222538},
timestamp = {Thu, 31 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/PetricekBNCJW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03531,
author = {Christopher K. I. Williams},
title = {Structured Generative Models for Scene Understanding},
journal = {CoRR},
volume = {abs/2302.03531},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03531},
doi = {10.48550/ARXIV.2302.03531},
eprinttype = {arXiv},
eprint = {2302.03531},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03531.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03066,
author = {Michael P. J. Camilleri and
Rasneer S. Bains and
Christopher K. I. Williams},
title = {Of Mice and Mates: Automated Classification and Modelling of Mouse
Behaviour in Groups using a Single Model across Cages},
journal = {CoRR},
volume = {abs/2306.03066},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03066},
doi = {10.48550/ARXIV.2306.03066},
eprinttype = {arXiv},
eprint = {2306.03066},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03066.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-07522,
author = {Hector Zenil and
Jesper Tegn{\'{e}}r and
Felipe S. Abrah{\~{a}}o and
Alexander Lavin and
Vipin Kumar and
Jeremy G. Frey and
Adrian Weller and
Larisa N. Soldatova and
Alan R. Bundy and
Nicholas R. Jennings and
Koichi Takahashi and
Lawrence Hunter and
Saso Dzeroski and
Andrew Briggs and
Frederick D. Gregory and
Carla P. Gomes and
Christopher K. I. Williams and
Jon Rowe and
James A. Evans and
Hiroaki Kitano and
Joshua B. Tenenbaum and
Ross D. King},
title = {The Future of Fundamental Science Led by Generative Closed-Loop Artificial
Intelligence},
journal = {CoRR},
volume = {abs/2307.07522},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.07522},
doi = {10.48550/ARXIV.2307.07522},
eprinttype = {arXiv},
eprint = {2307.07522},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-07522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/BieRHHSW22,
author = {Tijl De Bie and
Luc De Raedt and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Holger H. Hoos and
Padhraic Smyth and
Christopher K. I. Williams},
title = {Automating data science},
journal = {Commun. {ACM}},
volume = {65},
number = {3},
pages = {76--87},
year = {2022},
url = {https://doi.org/10.1145/3495256},
doi = {10.1145/3495256},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cacm/BieRHHSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BirdWH22,
author = {Alex Bird and
Christopher K. I. Williams and
Christopher Hawthorne},
title = {Multi-Task Dynamical Systems},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {230:1--230:52},
year = {2022},
url = {http://jmlr.org/papers/v23/20-1446.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BirdWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Williams22,
author = {Christopher K. I. Williams},
title = {On Suspicious Coincidences and Pointwise Mutual Information},
journal = {Neural Comput.},
volume = {34},
number = {10},
pages = {2037--2046},
year = {2022},
url = {https://doi.org/10.1162/neco\_a\_01533},
doi = {10.1162/NECO\_A\_01533},
timestamp = {Thu, 29 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Williams22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/EastwoodMWS22,
author = {Cian Eastwood and
Ian Mason and
Christopher K. I. Williams and
Bernhard Sch{\"{o}}lkopf},
title = {Source-Free Adaptation to Measurement Shift via Bottom-Up Feature
Restoration},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=1JDiK\_TbV4S},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/EastwoodMWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04694,
author = {Cian Eastwood and
Nanbo Li and
Christopher K. I. Williams},
title = {Align-Deform-Subtract: An Interventional Framework for Explaining
Object Differences},
journal = {CoRR},
volume = {abs/2203.04694},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04694},
doi = {10.48550/ARXIV.2203.04694},
eprinttype = {arXiv},
eprint = {2203.04694},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04694.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-08089,
author = {Christopher K. I. Williams},
title = {On Suspicious Coincidences and Pointwise Mutual Information},
journal = {CoRR},
volume = {abs/2203.08089},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.08089},
doi = {10.48550/ARXIV.2203.08089},
eprinttype = {arXiv},
eprint = {2203.08089},
timestamp = {Mon, 28 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-08089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-03115,
author = {Alfredo Naz{\'{a}}bal and
Nikolaos Tsagkas and
Christopher K. I. Williams},
title = {Inference and Learning for Generative Capsule Models},
journal = {CoRR},
volume = {abs/2209.03115},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.03115},
doi = {10.48550/ARXIV.2209.03115},
eprinttype = {arXiv},
eprint = {2209.03115},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-03115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04023,
author = {Alex Bird and
Christopher K. I. Williams and
Christopher Hawthorne},
title = {Multi-Task Dynamical Systems},
journal = {CoRR},
volume = {abs/2210.04023},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04023},
doi = {10.48550/ARXIV.2210.04023},
eprinttype = {arXiv},
eprint = {2210.04023},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-04221,
author = {Christopher K. I. Williams},
title = {The Elliptical Quartic Exponential Distribution: An Annular Distribution
Obtained via Maximum Entropy},
journal = {CoRR},
volume = {abs/2210.04221},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.04221},
doi = {10.48550/ARXIV.2210.04221},
eprinttype = {arXiv},
eprint = {2210.04221},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-04221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-00192,
author = {Tomas Petricek and
Gerrit J. J. van den Burg and
Alfredo Naz{\'{a}}bal and
Taha Ceritli and
Ernesto Jim{\'{e}}nez{-}Ruiz and
Christopher K. I. Williams},
title = {{AI} Assistants: {A} Framework for Semi-Automated Data Wrangling},
journal = {CoRR},
volume = {abs/2211.00192},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.00192},
doi = {10.48550/ARXIV.2211.00192},
eprinttype = {arXiv},
eprint = {2211.00192},
timestamp = {Fri, 04 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-00192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Williams21,
author = {Christopher K. I. Williams},
title = {The Effect of Class Imbalance on Precision-Recall Curves},
journal = {Neural Comput.},
volume = {33},
number = {4},
pages = {853--857},
year = {2021},
url = {https://doi.org/10.1162/neco\_a\_01362},
doi = {10.1162/NECO\_A\_01362},
timestamp = {Thu, 20 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Williams21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbinb/EastwoodMW21,
author = {Cian Eastwood and
Ian Mason and
Christopher K. I. Williams},
editor = {Melanie F. Pradier and
Aaron Schein and
Stephanie L. Hyland and
Francisco J. R. Ruiz and
Jessica Zosa Forde},
title = {Unit-level surprise in neural networks},
booktitle = {I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021,
Virtual Workshop, December 13, 2021},
series = {Proceedings of Machine Learning Research},
volume = {163},
pages = {33--40},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v163/eastwood22a.html},
timestamp = {Thu, 14 Jul 2022 17:31:05 +0200},
biburl = {https://dblp.org/rec/conf/icbinb/EastwoodMW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BurgW21,
author = {Gerrit J. J. van den Burg and
Christopher K. I. Williams},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {On Memorization in Probabilistic Deep Generative Models},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {27916--27928},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/eae15aabaa768ae4a5993a8a4f4fa6e4-Abstract.html},
timestamp = {Sun, 28 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BurgW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-06676,
author = {Alfredo Naz{\'{a}}bal and
Christopher K. I. Williams},
title = {Inference for Generative Capsule Models},
journal = {CoRR},
volume = {abs/2103.06676},
year = {2021},
url = {https://arxiv.org/abs/2103.06676},
eprinttype = {arXiv},
eprint = {2103.06676},
timestamp = {Tue, 16 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-06676.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-05699,
author = {Tijl De Bie and
Luc De Raedt and
Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
Holger H. Hoos and
Padhraic Smyth and
Christopher K. I. Williams},
title = {Automating Data Science: Prospects and Challenges},
journal = {CoRR},
volume = {abs/2105.05699},
year = {2021},
url = {https://arxiv.org/abs/2105.05699},
eprinttype = {arXiv},
eprint = {2105.05699},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-05699.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03216,
author = {Gerrit J. J. van den Burg and
Christopher K. I. Williams},
title = {On Memorization in Probabilistic Deep Generative Models},
journal = {CoRR},
volume = {abs/2106.03216},
year = {2021},
url = {https://arxiv.org/abs/2106.03216},
eprinttype = {arXiv},
eprint = {2106.03216},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-05446,
author = {Cian Eastwood and
Ian Mason and
Christopher K. I. Williams and
Bernhard Sch{\"{o}}lkopf},
title = {Source-Free Adaptation to Measurement Shift via Bottom-Up Feature
Restoration},
journal = {CoRR},
volume = {abs/2107.05446},
year = {2021},
url = {https://arxiv.org/abs/2107.05446},
eprinttype = {arXiv},
eprint = {2107.05446},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-05446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-11956,
author = {Taha Ceritli and
Christopher K. I. Williams},
title = {ptype-cat: Inferring the Type and Values of Categorical Variables},
journal = {CoRR},
volume = {abs/2111.11956},
year = {2021},
url = {https://arxiv.org/abs/2111.11956},
eprinttype = {arXiv},
eprint = {2111.11956},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-11956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-11959,
author = {Taha Ceritli and
Christopher K. I. Williams},
title = {Identifying the Units of Measurement in Tabular Data},
journal = {CoRR},
volume = {abs/2111.11959},
year = {2021},
url = {https://arxiv.org/abs/2111.11959},
eprinttype = {arXiv},
eprint = {2111.11959},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-11959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-06809,
author = {Michael P. J. Camilleri and
Li Zhang and
Rasneer S. Bains and
Andrew Zisserman and
Christopher K. I. Williams},
title = {Tracking and Long-Term Identification Using Non-Visual Markers},
journal = {CoRR},
volume = {abs/2112.06809},
year = {2021},
url = {https://arxiv.org/abs/2112.06809},
eprinttype = {arXiv},
eprint = {2112.06809},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-06809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CeritliWG20,
author = {Taha Ceritli and
Christopher K. I. Williams and
James Geddes},
title = {ptype: probabilistic type inference},
journal = {Data Min. Knowl. Discov.},
volume = {34},
number = {3},
pages = {870--904},
year = {2020},
url = {https://doi.org/10.1007/s10618-020-00680-1},
doi = {10.1007/S10618-020-00680-1},
timestamp = {Fri, 14 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/CeritliWG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/RomaszkoWW20,
author = {Lukasz Romaszko and
Christopher K. I. Williams and
John M. Winn},
title = {Learning Direct Optimization for scene understanding},
journal = {Pattern Recognit.},
volume = {105},
pages = {107369},
year = {2020},
url = {https://doi.org/10.1016/j.patcog.2020.107369},
doi = {10.1016/J.PATCOG.2020.107369},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/RomaszkoWW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/EduardoNWS20,
author = {Sim{\~{a}}o Eduardo and
Alfredo Naz{\'{a}}bal and
Christopher K. I. Williams and
Charles Sutton},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Robust Variational Autoencoders for Outlier Detection and Repair of
Mixed-Type Data},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {4056--4066},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/eduardo20a.html},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/EduardoNWS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06222,
author = {Gerrit J. J. van den Burg and
Christopher K. I. Williams},
title = {An Evaluation of Change Point Detection Algorithms},
journal = {CoRR},
volume = {abs/2003.06222},
year = {2020},
url = {https://arxiv.org/abs/2003.06222},
eprinttype = {arXiv},
eprint = {2003.06222},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06222.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-12929,
author = {Alfredo Naz{\'{a}}bal and
Christopher K. I. Williams and
Giovanni Colavizza and
Camila Rangel Smith and
Angus Williams},
title = {Data Engineering for Data Analytics: {A} Classification of the Issues,
and Case Studies},
journal = {CoRR},
volume = {abs/2004.12929},
year = {2020},
url = {https://arxiv.org/abs/2004.12929},
eprinttype = {arXiv},
eprint = {2004.12929},
timestamp = {Wed, 29 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-12929.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05301,
author = {Mark Collier and
Alfredo Naz{\'{a}}bal and
Christopher K. I. Williams},
title = {VAEs in the Presence of Missing Data},
journal = {CoRR},
volume = {abs/2006.05301},
year = {2020},
url = {https://arxiv.org/abs/2006.05301},
eprinttype = {arXiv},
eprint = {2006.05301},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05301.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-01905,
author = {Christopher K. I. Williams},
title = {The Effect of Class Imbalance on Precision-Recall Curves},
journal = {CoRR},
volume = {abs/2007.01905},
year = {2020},
url = {https://arxiv.org/abs/2007.01905},
eprinttype = {arXiv},
eprint = {2007.01905},
timestamp = {Thu, 20 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-01905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/NashKW19,
author = {Charlie Nash and
Nate Kushman and
Christopher K. I. Williams},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Inverting Supervised Representations with Autoregressive Neural Density
Models},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {1620--1629},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/nash19a.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NashKW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/BirdWH19,
author = {Alex Bird and
Christopher K. I. Williams and
Christopher Hawthorne},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Multi-Task Time Series Analysis applied to Drug Response Modelling},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {2174--2183},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/bird19a.html},
timestamp = {Fri, 07 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/BirdWH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-08970,
author = {Alex Bird and
Christopher K. I. Williams and
Christopher Hawthorne},
title = {Multi-Task Time Series Analysis applied to Drug Response Modelling},
journal = {CoRR},
volume = {abs/1903.08970},
year = {2019},
url = {http://arxiv.org/abs/1903.08970},
eprinttype = {arXiv},
eprint = {1903.08970},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-08970.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-01251,
author = {Michael P. J. Camilleri and
Christopher K. I. Williams},
title = {The Extended Dawid-Skene Model: Fusing Information from Multiple Data
Schemas},
journal = {CoRR},
volume = {abs/1906.01251},
year = {2019},
url = {http://arxiv.org/abs/1906.01251},
eprinttype = {arXiv},
eprint = {1906.01251},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-01251.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06671,
author = {Sim{\~{a}}o Eduardo and
Alfredo Naz{\'{a}}bal and
Christopher K. I. Williams and
Charles Sutton},
title = {Robust Variational Autoencoders for Outlier Detection in Mixed-Type
Data},
journal = {CoRR},
volume = {abs/1907.06671},
year = {2019},
url = {http://arxiv.org/abs/1907.06671},
eprinttype = {arXiv},
eprint = {1907.06671},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06671.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05026,
author = {Alex Bird and
Christopher K. I. Williams},
title = {Customizing Sequence Generation with Multi-Task Dynamical Systems},
journal = {CoRR},
volume = {abs/1910.05026},
year = {2019},
url = {http://arxiv.org/abs/1910.05026},
eprinttype = {arXiv},
eprint = {1910.05026},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05026.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-10081,
author = {Taha Ceritli and
Christopher K. I. Williams and
James Geddes},
title = {ptype: Probabilistic Type Inference},
journal = {CoRR},
volume = {abs/1911.10081},
year = {2019},
url = {http://arxiv.org/abs/1911.10081},
eprinttype = {arXiv},
eprint = {1911.10081},
timestamp = {Tue, 03 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-10081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/SethADW18,
author = {Sohan Seth and
Ahsan R. Akram and
Kevin Dhaliwal and
Christopher K. I. Williams},
title = {Estimating Bacterial and Cellular Load in {FCFM} Imaging},
journal = {J. Imaging},
volume = {4},
number = {1},
pages = {11},
year = {2018},
url = {https://doi.org/10.3390/jimaging4010011},
doi = {10.3390/JIMAGING4010011},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jimaging/SethADW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/EastwoodW18,
author = {Cian Eastwood and
Christopher K. I. Williams},
title = {A Framework for the Quantitative Evaluation of Disentangled Representations},
booktitle = {6th International Conference on Learning Representations, {ICLR} 2018,
Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
publisher = {OpenReview.net},
year = {2018},
url = {https://openreview.net/forum?id=By-7dz-AZ},
timestamp = {Thu, 25 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/EastwoodW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1801-03851,
author = {Christopher K. I. Williams and
Charlie Nash},
title = {Autoencoders and Probabilistic Inference with Missing Data: An Exact
Solution for The Factor Analysis Case},
journal = {CoRR},
volume = {abs/1801.03851},
year = {2018},
url = {http://arxiv.org/abs/1801.03851},
eprinttype = {arXiv},
eprint = {1801.03851},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1801-03851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-00400,
author = {Charlie Nash and
Nate Kushman and
Christopher K. I. Williams},
title = {Inverting Supervised Representations with Autoregressive Neural Density
Models},
journal = {CoRR},
volume = {abs/1806.00400},
year = {2018},
url = {http://arxiv.org/abs/1806.00400},
eprinttype = {arXiv},
eprint = {1806.00400},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-00400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-07524,
author = {Lukasz Romaszko and
Christopher K. I. Williams and
John M. Winn},
title = {Learning Direct Optimization for Scene Understanding},
journal = {CoRR},
volume = {abs/1812.07524},
year = {2018},
url = {http://arxiv.org/abs/1812.07524},
eprinttype = {arXiv},
eprint = {1812.07524},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-07524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cgf/NashW17,
author = {Charlie Nash and
Christopher K. I. Williams},
title = {The shape variational autoencoder: {A} deep generative model of part-segmented
3D objects},
journal = {Comput. Graph. Forum},
volume = {36},
number = {5},
pages = {1--12},
year = {2017},
url = {https://doi.org/10.1111/cgf.13240},
doi = {10.1111/CGF.13240},
timestamp = {Mon, 18 Sep 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cgf/NashW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/RomaszkoWMK17,
author = {Lukasz Romaszko and
Christopher K. I. Williams and
Pol Moreno and
Pushmeet Kohli},
title = {Vision-as-Inverse-Graphics: Obtaining a Rich 3D Explanation of a Scene
from a Single Image},
booktitle = {2017 {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017},
pages = {940--948},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICCVW.2017.115},
doi = {10.1109/ICCVW.2017.115},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/RomaszkoWMK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miua/SethADW17,
author = {Sohan Seth and
Ahsan R. Akram and
Kevin Dhaliwal and
Christopher K. I. Williams},
editor = {Maria del C. Vald{\'{e}}s Hern{\'{a}}ndez and
V{\'{\i}}ctor Gonz{\'{a}}lez{-}Castro},
title = {Estimating Bacterial Load in {FCFM} Imaging},
booktitle = {Medical Image Understanding and Analysis - 21st Annual Conference,
{MIUA} 2017, Edinburgh, UK, July 11-13, 2017, Proceedings},
series = {Communications in Computer and Information Science},
volume = {723},
pages = {909--921},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-60964-5\_79},
doi = {10.1007/978-3-319-60964-5\_79},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miua/SethADW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/MorenoWNK16,
author = {Pol Moreno and
Christopher K. I. Williams and
Charlie Nash and
Pushmeet Kohli},
editor = {Gang Hua and
Herv{\'{e}} J{\'{e}}gou},
title = {Overcoming Occlusion with Inverse Graphics},
booktitle = {Computer Vision - {ECCV} 2016 Workshops - Amsterdam, The Netherlands,
October 8-10 and 15-16, 2016, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9915},
pages = {170--185},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-49409-8\_16},
doi = {10.1007/978-3-319-49409-8\_16},
timestamp = {Sun, 02 Jun 2019 21:17:49 +0200},
biburl = {https://dblp.org/rec/conf/eccv/MorenoWNK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlhc/GeorgatzisWH16,
author = {Konstantinos Georgatzis and
Christopher K. I. Williams and
Christopher Hawthorne},
editor = {Finale Doshi{-}Velez and
Jim Fackler and
David C. Kale and
Byron C. Wallace and
Jenna Wiens},
title = {Input-Output Non-Linear Dynamical Systems applied to Physiological
Condition Monitoring},
booktitle = {Proceedings of the 1st Machine Learning in Health Care, {MLHC} 2016,
Los Angeles, CA, USA, August 19-20, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {56},
pages = {1--16},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v56/Georgatzis16.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/mlhc/GeorgatzisWH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GeorgatzisWH16,
author = {Konstantinos Georgatzis and
Christopher K. I. Williams and
Christopher Hawthorne},
title = {Input-Output Non-Linear Dynamical Systems applied to Physiological
Condition Monitoring},
journal = {CoRR},
volume = {abs/1608.00242},
year = {2016},
url = {http://arxiv.org/abs/1608.00242},
eprinttype = {arXiv},
eprint = {1608.00242},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GeorgatzisWH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/McCarthyW16,
author = {Adam McCarthy and
Christopher K. I. Williams},
title = {Predicting Patient State-of-Health using Sliding Window and Recurrent
Classifiers},
journal = {CoRR},
volume = {abs/1612.00662},
year = {2016},
url = {http://arxiv.org/abs/1612.00662},
eprinttype = {arXiv},
eprint = {1612.00662},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/McCarthyW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/EveringhamEGWWZ15,
author = {Mark Everingham and
S. M. Ali Eslami and
Luc Van Gool and
Christopher K. I. Williams and
John M. Winn and
Andrew Zisserman},
title = {The Pascal Visual Object Classes Challenge: {A} Retrospective},
journal = {Int. J. Comput. Vis.},
volume = {111},
number = {1},
pages = {98--136},
year = {2015},
url = {https://doi.org/10.1007/s11263-014-0733-5},
doi = {10.1007/S11263-014-0733-5},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/EveringhamEGWWZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/GeorgatzisW15,
author = {Konstantinos Georgatzis and
Christopher K. I. Williams},
editor = {Marina Meila and
Tom Heskes},
title = {Discriminative Switching Linear Dynamical Systems applied to Physiological
Condition Monitoring},
booktitle = {Proceedings of the Thirty-First Conference on Uncertainty in Artificial
Intelligence, {UAI} 2015, July 12-16, 2015, Amsterdam, The Netherlands},
pages = {306--315},
publisher = {{AUAI} Press},
year = {2015},
url = {http://auai.org/uai2015/proceedings/papers/77.pdf},
timestamp = {Thu, 12 Mar 2020 11:31:09 +0100},
biburl = {https://dblp.org/rec/conf/uai/GeorgatzisW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GeorgatzisW15,
author = {Konstantinos Georgatzis and
Christopher K. I. Williams},
title = {Discriminative Switching Linear Dynamical Systems applied to Physiological
Condition Monitoring},
journal = {CoRR},
volume = {abs/1504.06494},
year = {2015},
url = {http://arxiv.org/abs/1504.06494},
eprinttype = {arXiv},
eprint = {1504.06494},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GeorgatzisW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HuWT15,
author = {Shell Xu Hu and
Christopher K. I. Williams and
Sinisa Todorovic},
title = {Tree-Cut for Probabilistic Image Segmentation},
journal = {CoRR},
volume = {abs/1506.03852},
year = {2015},
url = {http://arxiv.org/abs/1506.03852},
eprinttype = {arXiv},
eprint = {1506.03852},
timestamp = {Tue, 10 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HuWT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/EslamiHWW14,
author = {S. M. Ali Eslami and
Nicolas Heess and
Christopher K. I. Williams and
John M. Winn},
title = {The Shape Boltzmann Machine: {A} Strong Model of Object Shape},
journal = {Int. J. Comput. Vis.},
volume = {107},
number = {2},
pages = {155--176},
year = {2014},
url = {https://doi.org/10.1007/s11263-013-0669-1},
doi = {10.1007/S11263-013-0669-1},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcv/EslamiHWW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/titb/StanculescuWF14,
author = {Ioan Stanculescu and
Christopher K. I. Williams and
Yvonne Freer},
title = {Autoregressive Hidden Markov Models for the Early Detection of Neonatal
Sepsis},
journal = {{IEEE} J. Biomed. Health Informatics},
volume = {18},
number = {5},
pages = {1560--1570},
year = {2014},
url = {https://doi.org/10.1109/JBHI.2013.2294692},
doi = {10.1109/JBHI.2013.2294692},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/titb/StanculescuWF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KivinenWH14,
author = {Jyri J. Kivinen and
Christopher K. I. Williams and
Nicolas Heess},
title = {Visual Boundary Prediction: {A} Deep Neural Prediction Network and
Quality Dissection},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {512--521},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kivinen14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KivinenWH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/StanculescuWF14,
author = {Ioan Stanculescu and
Christopher K. I. Williams and
Yvonne Freer},
editor = {Nevin L. Zhang and
Jin Tian},
title = {A Hierarchical Switching Linear Dynamical System Applied to the Detection
of Sepsis in Neonatal Condition Monitoring},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {752--761},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2511\&\#38;proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 11:09:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/StanculescuWF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/StorkeyHWM14,
author = {Amos J. Storkey and
Nigel C. Hambly and
Christopher K. I. Williams and
Robert G. Mann},
title = {Renewal Strings for Cleaning Astronomical Databases},
journal = {CoRR},
volume = {abs/1408.1489},
year = {2014},
url = {http://arxiv.org/abs/1408.1489},
eprinttype = {arXiv},
eprint = {1408.1489},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/StorkeyHWM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0034530,
author = {Robert B. Fisher and
Toby P. Breckon and
Kenneth M. Dawson{-}Howe and
Andrew W. Fitzgibbon and
Craig Robertson and
Emanuele Trucco and
Christopher K. I. Williams},
title = {Dictionary of Computer Vision and Image Processing, Second Edition},
publisher = {Wiley},
year = {2013},
url = {http://eu.wiley.com/WileyCDA/WileyTitle/productCd-1119941865.html},
isbn = {978-1-119-94186-6},
timestamp = {Mon, 23 Mar 2015 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/daglib/0034530.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChalupkaWM13,
author = {Krzysztof Chalupka and
Christopher K. I. Williams and
Iain Murray},
title = {A framework for evaluating approximation methods for Gaussian process
regression},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {333--350},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502592},
doi = {10.5555/2567709.2502592},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChalupkaWM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZissermanWFGSWH12,
author = {Andrew Zisserman and
John M. Winn and
Andrew W. Fitzgibbon and
Luc Van Gool and
Josef Sivic and
Christopher K. I. Williams and
David C. Hogg},
title = {In Memoriam: Mark Everingham},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {34},
number = {11},
pages = {2081--2082},
year = {2012},
url = {https://doi.org/10.1109/TPAMI.2012.204},
doi = {10.1109/TPAMI.2012.204},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/ZissermanWFGSWH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/EslamiW12,
author = {S. M. Ali Eslami and
Christopher K. I. Williams},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {A Generative Model for Parts-based Object Segmentation},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {100--107},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/72b32a1f754ba1c09b3695e0cb6cde7f-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/EslamiW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/KivinenW12,
author = {Jyri J. Kivinen and
Christopher K. I. Williams},
editor = {Neil D. Lawrence and
Mark A. Girolami},
title = {Multiple Texture Boltzmann Machines},
booktitle = {Proceedings of the Fifteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands,
Spain, April 21-23, 2012},
series = {{JMLR} Proceedings},
volume = {22},
pages = {638--646},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v22/kivinen12.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KivinenW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1205-6326,
author = {Krzysztof Chalupka and
Christopher K. I. Williams and
Iain Murray},
title = {A Framework for Evaluating Approximation Methods for Gaussian Process
Regression},
journal = {CoRR},
volume = {abs/1205.6326},
year = {2012},
url = {http://arxiv.org/abs/1205.6326},
eprinttype = {arXiv},
eprint = {1205.6326},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1205-6326.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/TriggsW11,
author = {Bill Triggs and
Christopher K. I. Williams},
title = {Special Issue on Probabilistic Models for Image Understanding, Part
{II}},
journal = {Int. J. Comput. Vis.},
volume = {95},
number = {3},
pages = {313--314},
year = {2011},
url = {https://doi.org/10.1007/s11263-011-0455-x},
doi = {10.1007/S11263-011-0455-X},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/TriggsW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijpp/FursinKMCTNYMZCa11,
author = {Grigori Fursin and
Yuriy Kashnikov and
Abdul Wahid Memon and
Zbigniew Chamski and
Olivier Temam and
Mircea Namolaru and
Elad Yom{-}Tov and
Bilha Mendelson and
Ayal Zaks and
Eric Courtois and
Fran{\c{c}}ois Bodin and
Phil Barnard and
Elton Ashton and
Edwin V. Bonilla and
John Thomson and
Christopher K. I. Williams and
Michael F. P. O'Boyle},
title = {Milepost {GCC:} Machine Learning Enabled Self-tuning Compiler},
journal = {Int. J. Parallel Program.},
volume = {39},
number = {3},
pages = {296--327},
year = {2011},
url = {https://doi.org/10.1007/s10766-010-0161-2},
doi = {10.1007/S10766-010-0161-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijpp/FursinKMCTNYMZCa11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/HarmelingW11,
author = {Stefan Harmeling and
Christopher K. I. Williams},
title = {Greedy Learning of Binary Latent Trees},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {33},
number = {6},
pages = {1087--1097},
year = {2011},
url = {https://doi.org/10.1109/TPAMI.2010.145},
doi = {10.1109/TPAMI.2010.145},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/HarmelingW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aime/WilliamsS11,
author = {Christopher K. I. Williams and
Ioan Stanculescu},
editor = {Mor Peleg and
Nada Lavrac and
Carlo Combi},
title = {Automating the Calibration of a Neonatal Condition Monitoring System},
booktitle = {Artificial Intelligence in Medicine - 13th Conference on Artificial
Intelligence in Medicine, {AIME} 2011, Bled, Slovenia, July 2-6, 2011.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6747},
pages = {240--249},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-22218-4\_30},
doi = {10.1007/978-3-642-22218-4\_30},
timestamp = {Mon, 16 Sep 2019 15:30:05 +0200},
biburl = {https://dblp.org/rec/conf/aime/WilliamsS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/EslamiW11,
author = {Seyed Mohammadali Eslami and
Christopher K. I. Williams},
editor = {Jesse Hoey and
Stephen J. McKenna and
Emanuele Trucco},
title = {Factored Shapes and Appearances for Parts-based Object Understanding},
booktitle = {British Machine Vision Conference, {BMVC} 2011, Dundee, UK, August
29 - September 2, 2011. Proceedings},
pages = {1--12},
publisher = {{BMVA} Press},
year = {2011},
url = {https://doi.org/10.5244/C.25.18},
doi = {10.5244/C.25.18},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/EslamiW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/KivinenW11,
author = {Jyri J. Kivinen and
Christopher K. I. Williams},
editor = {Timo Honkela and
Wlodzislaw Duch and
Mark A. Girolami and
Samuel Kaski},
title = {Transformation Equivariant Boltzmann Machines},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2011 - 21st
International Conference on Artificial Neural Networks, Espoo, Finland,
June 14-17, 2011, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6791},
pages = {1--9},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21735-7\_1},
doi = {10.1007/978-3-642-21735-7\_1},
timestamp = {Sun, 02 Jun 2019 21:16:25 +0200},
biburl = {https://dblp.org/rec/conf/icann/KivinenW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/TriggsW10,
author = {Bill Triggs and
Christopher K. I. Williams},
title = {Editorial: Special Issue on Probabilistic Models for Image Understanding},
journal = {Int. J. Comput. Vis.},
volume = {88},
number = {2},
pages = {145--146},
year = {2010},
url = {https://doi.org/10.1007/s11263-010-0328-8},
doi = {10.1007/S11263-010-0328-8},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/TriggsW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/EveringhamGWWZ10,
author = {Mark Everingham and
Luc Van Gool and
Christopher K. I. Williams and
John M. Winn and
Andrew Zisserman},
title = {The Pascal Visual Object Classes {(VOC)} Challenge},
journal = {Int. J. Comput. Vis.},
volume = {88},
number = {2},
pages = {303--338},
year = {2010},
url = {https://doi.org/10.1007/s11263-009-0275-4},
doi = {10.1007/S11263-009-0275-4},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/EveringhamGWWZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2010,
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/AllanW09,
author = {Moray Allan and
Christopher K. I. Williams},
title = {Object localisation using the Generative Template of Features},
journal = {Comput. Vis. Image Underst.},
volume = {113},
number = {7},
pages = {824--838},
year = {2009},
url = {https://doi.org/10.1016/j.cviu.2009.02.002},
doi = {10.1016/J.CVIU.2009.02.002},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cviu/AllanW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/QuinnWM09,
author = {John A. Quinn and
Christopher K. I. Williams and
Neil McIntosh},
title = {Factorial Switching Linear Dynamical Systems Applied to Physiological
Condition Monitoring},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {31},
number = {9},
pages = {1537--1551},
year = {2009},
url = {https://doi.org/10.1109/TPAMI.2008.191},
doi = {10.1109/TPAMI.2008.191},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/QuinnWM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/HeessWH09,
author = {Nicolas Heess and
Christopher K. I. Williams and
Geoffrey E. Hinton},
editor = {Andrea Cavallaro and
Simon Prince and
Daniel C. Alexander},
title = {Learning Generative Texture Models with extended Fields-of-Experts},
booktitle = {British Machine Vision Conference, {BMVC} 2009, London, UK, September
7-10, 2009. Proceedings},
pages = {1--11},
publisher = {British Machine Vision Association},
year = {2009},
url = {https://doi.org/10.5244/C.23.115},
doi = {10.5244/C.23.115},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/HeessWH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/nips/2009,
editor = {Yoshua Bengio and
Dale Schuurmans and
John D. Lafferty and
Christopher K. I. Williams and
Aron Culotta},
title = {Advances in Neural Information Processing Systems 22: 23rd Annual
Conference on Neural Information Processing Systems 2009. Proceedings
of a meeting held 7-10 December 2009, Vancouver, British Columbia,
Canada},
publisher = {Curran Associates, Inc.},
year = {2009},
url = {https://proceedings.neurips.cc/paper/2009},
isbn = {9781615679119},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/QuinnW08,
author = {John A. Quinn and
Christopher K. I. Williams},
title = {Signal masking in Gaussian channels},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {2989--2992},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4518278},
doi = {10.1109/ICASSP.2008.4518278},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/QuinnW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChaiWKV08,
author = {Kian Ming Adam Chai and
Christopher K. I. Williams and
Stefan Klanke and
Sethu Vijayakumar},
editor = {Daphne Koller and
Dale Schuurmans and
Yoshua Bengio and
L{\'{e}}on Bottou},
title = {Multi-task Gaussian Process Learning of Robot Inverse Dynamics},
booktitle = {Advances in Neural Information Processing Systems 21, Proceedings
of the Twenty-Second Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 8-11, 2008},
pages = {265--272},
publisher = {Curran Associates, Inc.},
year = {2008},
url = {https://proceedings.neurips.cc/paper/2008/hash/15d4e891d784977cacbfcbb00c48f133-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChaiWKV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ibpria/QuinnW07,
author = {John A. Quinn and
Christopher K. I. Williams},
editor = {Joan Mart{\'{\i}} and
Jos{\'{e}}{-}Miguel Bened{\'{\i}} and
Ana Maria Mendon{\c{c}}a and
Joan Serrat},
title = {Known Unknowns: Novelty Detection in Condition Monitoring},
booktitle = {Pattern Recognition and Image Analysis, Third Iberian Conference,
IbPRIA 2007, Girona, Spain, June 6-8, 2007, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4477},
pages = {1--6},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72847-4\_1},
doi = {10.1007/978-3-540-72847-4\_1},
timestamp = {Mon, 15 Jul 2019 16:26:46 +0200},
biburl = {https://dblp.org/rec/conf/ibpria/QuinnW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BonillaCW07,
author = {Edwin V. Bonilla and
Kian Ming Adam Chai and
Christopher K. I. Williams},
editor = {John C. Platt and
Daphne Koller and
Yoram Singer and
Sam T. Roweis},
title = {Multi-task Gaussian Process Prediction},
booktitle = {Advances in Neural Information Processing Systems 20, Proceedings
of the Twenty-First Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 3-6, 2007},
pages = {153--160},
publisher = {Curran Associates, Inc.},
year = {2007},
url = {https://proceedings.neurips.cc/paper/2007/hash/66368270ffd51418ec58bd793f2d9b1b-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BonillaCW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/BonillaAW07,
author = {Edwin V. Bonilla and
Felix V. Agakov and
Christopher K. I. Williams},
editor = {Marina Meila and
Xiaotong Shen},
title = {Kernel Multi-task Learning using Task-specific Features},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {43--50},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/bonilla07a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BonillaAW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/lib/RasmussenW06,
author = {Carl Edward Rasmussen and
Christopher K. I. Williams},
title = {Gaussian processes for machine learning},
series = {Adaptive computation and machine learning},
publisher = {{MIT} Press},
year = {2006},
url = {https://www.worldcat.org/oclc/61285753},
isbn = {026218253X},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/lib/RasmussenW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LehrachHW06,
author = {Wolfgang P. Lehrach and
Dirk Husmeier and
Christopher K. I. Williams},
title = {A regularized discriminative model for the prediction of protein-peptide
interactions},
journal = {Bioinform.},
volume = {22},
number = {5},
pages = {532--540},
year = {2006},
url = {https://doi.org/10.1093/bioinformatics/bti804},
doi = {10.1093/BIOINFORMATICS/BTI804},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/LehrachHW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cgo/AgakovBCFFOTTW06,
author = {Felix V. Agakov and
Edwin V. Bonilla and
John Cavazos and
Bj{\"{o}}rn Franke and
Grigori Fursin and
Michael F. P. O'Boyle and
John Thomson and
Marc Toussaint and
Christopher K. I. Williams},
title = {Using Machine Learning to Focus Iterative Optimization},
booktitle = {Fourth {IEEE/ACM} International Symposium on Code Generation and Optimization
{(CGO} 2006), 26-29 March 2006, New York, New York, {USA}},
pages = {295--305},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/CGO.2006.37},
doi = {10.1109/CGO.2006.37},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cgo/AgakovBCFFOTTW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clor/PonceBEFHLMSRTWZZ06,
author = {Jean Ponce and
Tamara L. Berg and
Mark Everingham and
David A. Forsyth and
Martial Hebert and
Svetlana Lazebnik and
Marcin Marszalek and
Cordelia Schmid and
Bryan C. Russell and
Antonio Torralba and
Christopher K. I. Williams and
Jianguo Zhang and
Andrew Zisserman},
editor = {Jean Ponce and
Martial Hebert and
Cordelia Schmid and
Andrew Zisserman},
title = {Dataset Issues in Object Recognition},
booktitle = {Toward Category-Level Object Recognition},
series = {Lecture Notes in Computer Science},
volume = {4170},
pages = {29--48},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11957959\_2},
doi = {10.1007/11957959\_2},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clor/PonceBEFHLMSRTWZZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/clor/TitsiasW06,
author = {Michalis K. Titsias and
Christopher K. I. Williams},
editor = {Jean Ponce and
Martial Hebert and
Cordelia Schmid and
Andrew Zisserman},
title = {Sequential Learning of Layered Models from Video},
booktitle = {Toward Category-Level Object Recognition},
series = {Lecture Notes in Computer Science},
volume = {4170},
pages = {577--595},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11957959\_29},
doi = {10.1007/11957959\_29},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/clor/TitsiasW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BonillaWACTO06,
author = {Edwin V. Bonilla and
Christopher K. I. Williams and
Felix V. Agakov and
John Cavazos and
John Thomson and
Michael F. P. O'Boyle},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Predictive search distributions},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {121--128},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143860},
doi = {10.1145/1143844.1143860},
timestamp = {Tue, 19 Nov 2019 09:25:06 +0100},
biburl = {https://dblp.org/rec/conf/icml/BonillaWACTO06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Williams05,
author = {Christopher K. I. Williams},
title = {How to Pretend That Correlated Variables Are Independent by Using
Difference Observations},
journal = {Neural Comput.},
volume = {17},
number = {1},
pages = {1--6},
year = {2005},
url = {https://doi.org/10.1162/0899766052530884},
doi = {10.1162/0899766052530884},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Williams05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/Shawe-TaylorWCK05,
author = {John Shawe{-}Taylor and
Christopher K. I. Williams and
Nello Cristianini and
Jaz S. Kandola},
title = {On the eigenspectrum of the gram matrix and the generalization error
of kernel-PCA},
journal = {{IEEE} Trans. Inf. Theory},
volume = {51},
number = {7},
pages = {2510--2522},
year = {2005},
url = {https://doi.org/10.1109/TIT.2005.850052},
doi = {10.1109/TIT.2005.850052},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/Shawe-TaylorWCK05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/AllanTW05,
author = {Moray Allan and
Michalis K. Titsias and
Christopher K. I. Williams},
editor = {William F. Clocksin and
Andrew W. Fitzgibbon and
Philip H. S. Torr},
title = {Fast Learning of Sprites using Invariant Features},
booktitle = {Proceedings of the British Machine Vision Conference 2005, Oxford,
UK, September 2005},
publisher = {British Machine Vision Association},
year = {2005},
url = {https://doi.org/10.5244/C.19.6},
doi = {10.5244/C.19.6},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/AllanTW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlcw/EveringhamZWGABCDDDDEFFGGJKKLLLMNSSSSSSTUVZ05,
author = {Mark Everingham and
Andrew Zisserman and
Christopher K. I. Williams and
Luc Van Gool and
Moray Allan and
Christopher M. Bishop and
Olivier Chapelle and
Navneet Dalal and
Thomas Deselaers and
Gyuri Dork{\'{o}} and
Stefan Duffner and
Jan Eichhorn and
Jason D. R. Farquhar and
Mario Fritz and
Christophe Garcia and
Tom Griffiths and
Fr{\'{e}}d{\'{e}}ric Jurie and
Daniel Keysers and
Markus Koskela and
Jorma Laaksonen and
Diane Larlus and
Bastian Leibe and
Hongying Meng and
Hermann Ney and
Bernt Schiele and
Cordelia Schmid and
Edgar Seemann and
John Shawe{-}Taylor and
Amos J. Storkey and
S{\'{a}}ndor Szedm{\'{a}}k and
Bill Triggs and
Ilkay Ulusoy and
Ville Viitaniemi and
Jianguo Zhang},
editor = {Joaquin Qui{\~{n}}onero Candela and
Ido Dagan and
Bernardo Magnini and
Florence d'Alch{\'{e}}{-}Buc},
title = {The 2005 {PASCAL} Visual Object Classes Challenge},
booktitle = {Machine Learning Challenges, Evaluating Predictive Uncertainty, Visual
Object Classification and Recognizing Textual Entailment, First {PASCAL}
Machine Learning Challenges Workshop, {MLCW} 2005, Southampton, UK,
April 11-13, 2005, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {3944},
pages = {117--176},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11736790\_8},
doi = {10.1007/11736790\_8},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcw/EveringhamZWGABCDDDDEFFGGJKKLLLMNSSSSSSTUVZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilliamsQM05,
author = {Christopher K. I. Williams and
John A. Quinn and
Neil McIntosh},
title = {Factorial Switching Kalman Filters for Condition Monitoring in Neonatal
Intensive Care},
booktitle = {Advances in Neural Information Processing Systems 18 [Neural Information
Processing Systems, {NIPS} 2005, December 5-8, 2005, Vancouver, British
Columbia, Canada]},
pages = {1513--1520},
year = {2005},
url = {https://proceedings.neurips.cc/paper/2005/hash/aeefb050911334869a7a5d9e4d0e1689-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WilliamsQM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pci/TitsiasW05,
author = {Michalis K. Titsias and
Christopher K. I. Williams},
editor = {Panayiotis Bozanis and
Elias N. Houstis},
title = {Unsupervised Learning of Multiple Aspects of Moving Objects from Video},
booktitle = {Advances in Informatics, 10th Panhellenic Conference on Informatics,
{PCI} 2005, Volos, Greece, November 11-13, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3746},
pages = {746--756},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11573036\_71},
doi = {10.1007/11573036\_71},
timestamp = {Tue, 14 May 2019 10:00:35 +0200},
biburl = {https://dblp.org/rec/conf/pci/TitsiasW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recomb/LehrachHW05,
author = {Wolfgang P. Lehrach and
Dirk Husmeier and
Christopher K. I. Williams},
editor = {Eleazar Eskin and
Trey Ideker and
Benjamin J. Raphael and
Christopher T. Workman},
title = {Probabilistic \emph{in Silico} Prediction of Protein-Peptide Interactions},
booktitle = {Systems Biology and Regulatory Genomics, Joint Annual {RECOMB} 2005
Satellite Workshops on Systems Biology and on Regulatory Genomics,
San Diego, CA, USA; December 2-4, 2005, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4023},
pages = {188--197},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-48540-7\_16},
doi = {10.1007/978-3-540-48540-7\_16},
timestamp = {Mon, 13 May 2019 09:30:09 +0200},
biburl = {https://dblp.org/rec/conf/recomb/LehrachHW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/WilliamsT04,
author = {Christopher K. I. Williams and
Michalis K. Titsias},
title = {Greedy Learning of Multiple Objects in Images Using Robust Statistics
and Factorial Learning},
journal = {Neural Comput.},
volume = {16},
number = {5},
pages = {1039--1062},
year = {2004},
url = {https://doi.org/10.1162/089976604773135096},
doi = {10.1162/089976604773135096},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/WilliamsT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TitsiasW04,
author = {Michalis K. Titsias and
Christopher K. I. Williams},
title = {Fast Unsupervised Greedy Learning of Multiple Objects and Parts from
Video},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
{CVPR} Workshops 2004, Washington, DC, USA, June 27 - July 2, 2004},
pages = {179},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CVPR.2004.346},
doi = {10.1109/CVPR.2004.346},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TitsiasW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsmml/SollichW04,
author = {Peter Sollich and
Christopher K. I. Williams},
editor = {Joab R. Winkler and
Mahesan Niranjan and
Neil D. Lawrence},
title = {Understanding Gaussian Process Regression Using the Equivalent Kernel},
booktitle = {Deterministic and Statistical Methods in Machine Learning, First International
Workshop, Sheffield, UK, September 7-10, 2004, Revised Lectures},
series = {Lecture Notes in Computer Science},
volume = {3635},
pages = {211--228},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/11559887\_13},
doi = {10.1007/11559887\_13},
timestamp = {Thu, 26 Mar 2020 08:49:01 +0100},
biburl = {https://dblp.org/rec/conf/dsmml/SollichW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AllanW04,
author = {Moray Allan and
Christopher K. I. Williams},
title = {Harmonising Chorales by Probabilistic Inference},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {25--32},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/b628386c9b92481fab68fbf284bd6a64-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AllanW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SollichW04,
author = {Peter Sollich and
Christopher K. I. Williams},
title = {Using the Equivalent Kernel to Understand Gaussian Process Regression},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {1313--1320},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/d89a66c7c80a29b1bdbab0f2a1a94af8-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SollichW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/AdamsW03,
author = {Nicholas J. Adams and
Christopher K. I. Williams},
title = {Dynamic trees for image modelling},
journal = {Image Vis. Comput.},
volume = {21},
number = {10},
pages = {865--877},
year = {2003},
url = {https://doi.org/10.1016/S0262-8856(03)00073-8},
doi = {10.1016/S0262-8856(03)00073-8},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ivc/AdamsW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/StorkeyW03,
author = {Amos J. Storkey and
Christopher K. I. Williams},
title = {Image Modeling with Position-Encoding Dynamic Trees},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {25},
number = {7},
pages = {859--871},
year = {2003},
url = {https://doi.org/10.1109/TPAMI.2003.1206515},
doi = {10.1109/TPAMI.2003.1206515},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/StorkeyW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/SeegerWL03,
author = {Matthias W. Seeger and
Christopher K. I. Williams and
Neil D. Lawrence},
editor = {Christopher M. Bishop and
Brendan J. Frey},
title = {Fast Forward Selection to Speed Up Sparse Gaussian Process Regression},
booktitle = {Proceedings of the Ninth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2003, Key West, Florida, USA, January 3-6,
2003},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2003},
url = {http://research.microsoft.com/en-us/um/cambridge/events/aistats2003/proceedings/176.pdf},
timestamp = {Wed, 06 May 2015 20:33:21 +0200},
biburl = {https://dblp.org/rec/conf/aistats/SeegerWL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WellingAW03,
author = {Max Welling and
Felix V. Agakov and
Christopher K. I. Williams},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {Extreme Components Analysis},
booktitle = {Advances in Neural Information Processing Systems 16 [Neural Information
Processing Systems, {NIPS} 2003, December 8-13, 2003, Vancouver and
Whistler, British Columbia, Canada]},
pages = {137--144},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/c5dc3e08849bec07e33ca353de62ea04-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WellingAW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scalespace/Carreira-PerpinanW03,
author = {Miguel {\'{A}}. Carreira{-}Perpi{\~{n}}{\'{a}}n and
Christopher K. I. Williams},
editor = {Lewis D. Griffin and
Martin Lillholm},
title = {On the Number of Modes of a Gaussian Mixture},
booktitle = {Scale Space Methods in Computer Vision, 4th International Conference,
Scale-Space 2003, Isle of Skye, UK, June 10-12, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2695},
pages = {625--640},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-44935-3\_44},
doi = {10.1007/3-540-44935-3\_44},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/scalespace/Carreira-PerpinanW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/StorkeyHWM03,
author = {Amos J. Storkey and
Nigel C. Hambly and
Christopher K. I. Williams and
Robert G. Mann},
editor = {Christopher Meek and
Uffe Kj{\ae}rulff},
title = {Renewal Strings for Cleaning Astronomical Databases},
booktitle = {{UAI} '03, Proceedings of the 19th Conference in Uncertainty in Artificial
Intelligence, Acapulco, Mexico, August 7-10 2003},
pages = {559--566},
publisher = {Morgan Kaufmann},
year = {2003},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=974\&\#38;proceeding\_id=19},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/uai/StorkeyHWM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Williams02,
author = {Christopher K. I. Williams},
title = {On a Connection between Kernel {PCA} and Metric Multidimensional Scaling},
journal = {Mach. Learn.},
volume = {46},
number = {1-3},
pages = {11--19},
year = {2002},
url = {https://doi.org/10.1023/A:1012485807823},
doi = {10.1023/A:1012485807823},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Williams02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/WilliamsA02,
author = {Christopher K. I. Williams and
Felix V. Agakov},
title = {Products of Gaussians and Probabilistic Minor Component Analysis},
journal = {Neural Comput.},
volume = {14},
number = {5},
pages = {1169--1182},
year = {2002},
url = {https://doi.org/10.1162/089976602753633439},
doi = {10.1162/089976602753633439},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/WilliamsA02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/FengWF02,
author = {Xiaojuan Feng and
Christopher K. I. Williams and
Stephen N. Felderhof},
title = {Combining Belief Networks and Neural Networks for Scene Segmentation},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {24},
number = {4},
pages = {467--483},
year = {2002},
url = {https://doi.org/10.1109/34.993555},
doi = {10.1109/34.993555},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/FengWF02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/alt/Shawe-TaylorWCK02,
author = {John Shawe{-}Taylor and
Christopher K. I. Williams and
Nello Cristianini and
Jaz S. Kandola},
editor = {Nicol{\`{o}} Cesa{-}Bianchi and
Masayuki Numao and
R{\"{u}}diger Reischuk},
title = {On the Eigenspectrum of the Gram Matrix and Its Relationship to the
Operator Eigenspectrum},
booktitle = {Algorithmic Learning Theory, 13th International Conference, {ALT}
2002, L{\"{u}}beck, Germany, November 24-26, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2533},
pages = {23--40},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36169-3\_4},
doi = {10.1007/3-540-36169-3\_4},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/alt/Shawe-TaylorWCK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/Shawe-TaylorWCK02,
author = {John Shawe{-}Taylor and
Christopher K. I. Williams and
Nello Cristianini and
Jaz S. Kandola},
editor = {Steffen Lange and
Ken Satoh and
Carl H. Smith},
title = {On the Eigenspectrum of the Gram Matrix and Its Relationship to the
Operator Eigenspectrum},
booktitle = {Discovery Science, 5th International Conference, {DS} 2002, L{\"{u}}beck,
Germany, November 24-26, 2002, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2534},
pages = {12},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36182-0\_3},
doi = {10.1007/3-540-36182-0\_3},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/Shawe-TaylorWCK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/AdamsW02,
author = {Nicholas J. Adams and
Christopher K. I. Williams},
editor = {Anders Heyden and
Gunnar Sparr and
Mads Nielsen and
Peter Johansen},
title = {Dynamic Trees: Learning to Model Outdoor Scenes},
booktitle = {Computer Vision - {ECCV} 2002, 7th European Conference on Computer
Vision, Copenhagen, Denmark, May 28-31, 2002, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {2353},
pages = {82--96},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-47979-1\_6},
doi = {10.1007/3-540-47979-1\_6},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/eccv/AdamsW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Shawe-TaylorW02,
author = {John Shawe{-}Taylor and
Christopher K. I. Williams},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {The Stability of Kernel Principal Components Analysis and its Relation
to the Process Eigenspectrum},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {367--374},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/f516dfb84b9051ed85b89cdc3a8ab7f5-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Shawe-TaylorW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilliamsT02,
author = {Christopher K. I. Williams and
Michalis K. Titsias},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Learning About Multiple Objects in Images: Factorial Learning without
Factorial Search},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {1391--1398},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/c3614206a443012045cfd75d2600af2d-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WilliamsT02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/VivarelliW01,
author = {Francesco Vivarelli and
Christopher K. I. Williams},
title = {Comparing Bayesian neural network algorithms for classifying segmented
outdoor images},
journal = {Neural Networks},
volume = {14},
number = {4-5},
pages = {427--437},
year = {2001},
url = {https://doi.org/10.1016/S0893-6080(01)00024-7},
doi = {10.1016/S0893-6080(01)00024-7},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/VivarelliW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StorkeyW01,
author = {Amos J. Storkey and
Christopher K. I. Williams},
editor = {Thomas S. Richardson and
Tommi S. Jaakkola},
title = {Dynamic Positional Trees for Structural Image Analysis},
booktitle = {Proceedings of the Eighth International Workshop on Artificial Intelligence
and Statistics, {AISTATS} 2001, Key West, Florida, USA, January 4-7,
2001},
publisher = {Society for Artificial Intelligence and Statistics},
year = {2001},
url = {http://www.gatsby.ucl.ac.uk/aistats/aistats2001/files/storkey109.ps},
timestamp = {Thu, 21 Jun 2018 07:20:57 +0200},
biburl = {https://dblp.org/rec/conf/aistats/StorkeyW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilliamsAF01,
author = {Christopher K. I. Williams and
Felix V. Agakov and
Stephen N. Felderhof},
editor = {Thomas G. Dietterich and
Suzanna Becker and
Zoubin Ghahramani},
title = {Products of Gaussians},
booktitle = {Advances in Neural Information Processing Systems 14 [Neural Information
Processing Systems: Natural and Synthetic, {NIPS} 2001, December 3-8,
2001, Vancouver, British Columbia, Canada]},
pages = {1017--1024},
publisher = {{MIT} Press},
year = {2001},
url = {https://proceedings.neurips.cc/paper/2001/hash/8232e119d8f59aa83050a741631803a6-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WilliamsAF01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/NabneyCW00,
author = {Ian T. Nabney and
Dan Cornford and
Christopher K. I. Williams},
title = {Bayesian inference for wind field retrieval},
journal = {Neurocomputing},
volume = {30},
number = {1-4},
pages = {3--11},
year = {2000},
url = {https://doi.org/10.1016/S0925-2312(99)00136-8},
doi = {10.1016/S0925-2312(99)00136-8},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/NabneyCW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WilliamsV00,
author = {Christopher K. I. Williams and
Francesco Vivarelli},
title = {Upper and Lower Bounds on the Learning Curve for Gaussian Processes},
journal = {Mach. Learn.},
volume = {40},
number = {1},
pages = {77--102},
year = {2000},
url = {https://doi.org/10.1023/A:1007601601278},
doi = {10.1023/A:1007601601278},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/WilliamsV00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WilliamsS00,
author = {Christopher K. I. Williams and
Matthias W. Seeger},
editor = {Pat Langley},
title = {The Effect of the Input Density Distribution on Kernel-based Classifiers},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {1159--1166},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Wed, 06 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WilliamsS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/AdamsSWG00,
author = {Nicholas J. Adams and
Amos J. Storkey and
Christopher K. I. Williams and
Zoubin Ghahramani},
title = {MFDTs: Mean Field Dynamic Trees},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
Spain, September 3-8, 2000},
pages = {3151--3154},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPR.2000.903506},
doi = {10.1109/ICPR.2000.903506},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/AdamsSWG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Williams00,
author = {Christopher K. I. Williams},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {On a Connection between Kernel {PCA} and Metric Multidimensional Scaling},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {675--681},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/d4b2aeb2453bdadaa45cbe9882ffefcf-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Williams00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilliamsS00,
author = {Christopher K. I. Williams and
Matthias W. Seeger},
editor = {Todd K. Leen and
Thomas G. Dietterich and
Volker Tresp},
title = {Using the Nystr{\"{o}}m Method to Speed Up Kernel Machines},
booktitle = {Advances in Neural Information Processing Systems 13, Papers from
Neural Information Processing Systems {(NIPS)} 2000, Denver, CO, {USA}},
pages = {682--688},
publisher = {{MIT} Press},
year = {2000},
url = {https://proceedings.neurips.cc/paper/2000/hash/19de10adbaa1b2ee13f77f679fa1483a-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WilliamsS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Williams99,
author = {Christopher K. I. Williams},
editor = {Sara A. Solla and
Todd K. Leen and
Klaus{-}Robert M{\"{u}}ller},
title = {A {MCMC} Approach to Hierarchical Mixture Modelling},
booktitle = {Advances in Neural Information Processing Systems 12, {[NIPS} Conference,
Denver, Colorado, USA, November 29 - December 4, 1999]},
pages = {680--686},
publisher = {The {MIT} Press},
year = {1999},
url = {http://papers.nips.cc/paper/1650-a-mcmc-approach-to-hierarchical-mixture-modelling},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Williams99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/BishopSW98,
author = {Christopher M. Bishop and
Markus Svens{\'{e}}n and
Christopher K. I. Williams},
title = {Developments of the generative topographic mapping},
journal = {Neurocomputing},
volume = {21},
number = {1-3},
pages = {203--224},
year = {1998},
url = {https://doi.org/10.1016/S0925-2312(98)00043-5},
doi = {10.1016/S0925-2312(98)00043-5},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/BishopSW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/BishopSW98,
author = {Christopher M. Bishop and
Markus Svens{\'{e}}n and
Christopher K. I. Williams},
title = {{GTM:} The Generative Topographic Mapping},
journal = {Neural Comput.},
volume = {10},
number = {1},
pages = {215--234},
year = {1998},
url = {https://doi.org/10.1162/089976698300017953},
doi = {10.1162/089976698300017953},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neco/BishopSW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Williams98,
author = {Christopher K. I. Williams},
title = {Computation with Infinite Neural Networks},
journal = {Neural Comput.},
volume = {10},
number = {5},
pages = {1203--1216},
year = {1998},
url = {https://doi.org/10.1162/089976698300017412},
doi = {10.1162/089976698300017412},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Williams98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WilliamsB98,
author = {Christopher K. I. Williams and
David Barber},
title = {Bayesian Classification With Gaussian Processes},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {20},
number = {12},
pages = {1342--1351},
year = {1998},
url = {https://doi.org/10.1109/34.735807},
doi = {10.1109/34.735807},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/WilliamsB98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Ferrari-TrecateWO98,
author = {Giancarlo Ferrari{-}Trecate and
Christopher K. I. Williams and
Manfred Opper},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Finite-Dimensional Approximation of Gaussian Processes},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {218--224},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1497-finite-dimensional-approximation-of-gaussian-processes},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Ferrari-TrecateWO98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/VivarelliW98,
author = {Francesco Vivarelli and
Christopher K. I. Williams},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Discovering Hidden Features with Gaussian Processes Regression},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {613--619},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1579-discovering-hidden-features-with-gaussian-processes-regression},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/VivarelliW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilliamsA98,
author = {Christopher K. I. Williams and
Nicholas J. Adams},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {DTs: Dynamic Trees},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {634--640},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1535-dts-dynamic-trees},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WilliamsA98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CornfordNW98,
author = {Dan Cornford and
Ian T. Nabney and
Christopher K. I. Williams},
editor = {Michael J. Kearns and
Sara A. Solla and
David A. Cohn},
title = {Adding Constrained Discontinuities to Gaussian Process Models of Wind
Fields},
booktitle = {Advances in Neural Information Processing Systems 11, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 5, 1998]},
pages = {861--867},
publisher = {The {MIT} Press},
year = {1998},
url = {http://papers.nips.cc/paper/1502-adding-constrained-discontinuities-to-gaussian-process-models-of-wind-fields},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/CornfordNW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/12/Williams98,
author = {Christopher K. I. Williams},
editor = {Michael I. Jordan},
title = {Prediction with Gaussian Processes: From Linear Regression to Linear
Prediction and Beyond},
booktitle = {Learning in Graphical Models},
series = {{NATO} {ASI} Series},
volume = {89},
pages = {599--621},
publisher = {Springer Netherlands},
year = {1998},
url = {https://doi.org/10.1007/978-94-011-5014-9\_23},
doi = {10.1007/978-94-011-5014-9\_23},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/12/Williams98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cviu/WilliamsRH97,
author = {Christopher K. I. Williams and
Michael Revow and
Geoffrey E. Hinton},
title = {Instantiating Deformable Models with a Neural Net},
journal = {Comput. Vis. Image Underst.},
volume = {68},
number = {1},
pages = {120--126},
year = {1997},
url = {https://doi.org/10.1006/cviu.1997.0540},
doi = {10.1006/CVIU.1997.0540},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cviu/WilliamsRH97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/GoldbergWB97,
author = {Paul W. Goldberg and
Christopher K. I. Williams and
Christopher M. Bishop},
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {Regression with Input-dependent Noise: {A} Gaussian Process Treatment},
booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
pages = {493--499},
publisher = {The {MIT} Press},
year = {1997},
url = {http://papers.nips.cc/paper/1444-regression-with-input-dependent-noise-a-gaussian-process-treatment},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/GoldbergWB97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/RevowWH96,
author = {Michael Revow and
Christopher K. I. Williams and
Geoffrey E. Hinton},
title = {Using Generative Models for Handwritten Digit Recognition},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {18},
number = {6},
pages = {592--606},
year = {1996},
url = {https://doi.org/10.1109/34.506410},
doi = {10.1109/34.506410},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/RevowWH96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BishopSW96,
author = {Christopher M. Bishop and
Markus Svens{\'{e}}n and
Christopher K. I. Williams},
editor = {Christoph von der Malsburg and
Werner von Seelen and
Jan C. Vorbr{\"{u}}ggen and
Bernhard Sendhoff},
title = {{GTM:} {A} Principled Alternative to the Self-Organizing Map},
booktitle = {Artificial Neural Networks - {ICANN} 96, 1996 International Conference,
Bochum, Germany, July 16-19, 1996, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1112},
pages = {165--170},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-61510-5\_31},
doi = {10.1007/3-540-61510-5\_31},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/BishopSW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Williams96,
author = {Christopher K. I. Williams},
editor = {Michael Mozer and
Michael I. Jordan and
Thomas Petsche},
title = {Computing with Infinite Networks},
booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver,
CO, USA, December 2-5, 1996},
pages = {295--301},
publisher = {{MIT} Press},
year = {1996},
url = {http://papers.nips.cc/paper/1197-computing-with-infinite-networks},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/Williams96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BarberW96,
author = {David Barber and
Christopher K. I. Williams},
editor = {Michael Mozer and
Michael I. Jordan and
Thomas Petsche},
title = {Gaussian Processes for Bayesian Classification via Hybrid Monte Carlo},
booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver,
CO, USA, December 2-5, 1996},
pages = {340--346},
publisher = {{MIT} Press},
year = {1996},
url = {http://papers.nips.cc/paper/1232-gaussian-processes-for-bayesian-classification-via-hybrid-monte-carlo},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BarberW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BishopSW96,
author = {Christopher M. Bishop and
Markus Svens{\'{e}}n and
Christopher K. I. Williams},
editor = {Michael Mozer and
Michael I. Jordan and
Thomas Petsche},
title = {{GTM:} {A} Principled Alternative to the Self-Organizing Map},
booktitle = {Advances in Neural Information Processing Systems 9, NIPS, Denver,
CO, USA, December 2-5, 1996},
pages = {354--360},
publisher = {{MIT} Press},
year = {1996},
url = {http://papers.nips.cc/paper/1207-gtm-a-principled-alternative-to-the-self-organizing-map},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BishopSW96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/ZemelWM95,
author = {Richard S. Zemel and
Christopher K. I. Williams and
Michael Mozer},
title = {Lending direction to neural networks},
journal = {Neural Networks},
volume = {8},
number = {4},
pages = {503--512},
year = {1995},
url = {https://doi.org/10.1016/0893-6080(94)00094-3},
doi = {10.1016/0893-6080(94)00094-3},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/ZemelWM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BishopSW95,
author = {Christopher M. Bishop and
Markus Svens{\'{e}}n and
Christopher K. I. Williams},
editor = {David S. Touretzky and
Michael Mozer and
Michael E. Hasselmo},
title = {{EM} Optimization of Latent-Variables Density Models},
booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver,
CO, USA, November 27-30, 1995},
pages = {465--471},
publisher = {{MIT} Press},
year = {1995},
url = {http://papers.nips.cc/paper/1132-em-optimization-of-latent-variable-density-models},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/BishopSW95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilliamsR95,
author = {Christopher K. I. Williams and
Carl Edward Rasmussen},
editor = {David S. Touretzky and
Michael Mozer and
Michael E. Hasselmo},
title = {Gaussian Processes for Regression},
booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver,
CO, USA, November 27-30, 1995},
pages = {514--520},
publisher = {{MIT} Press},
year = {1995},
url = {http://papers.nips.cc/paper/1048-gaussian-processes-for-regression},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/WilliamsR95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/ca/Williams94,
author = {Christopher K. I. Williams},
title = {Combining deformable models and neural networks for handprinted digit
recognition},
school = {University of Toronto, Canada},
year = {1994},
url = {https://librarysearch.library.utoronto.ca/permalink/01UTORONTO\_INST/14bjeso/alma991106412250606196},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/ca/Williams94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/WilliamsRH94,
author = {Christopher K. I. Williams and
Michael Revow and
Geoffrey E. Hinton},
editor = {Gerald Tesauro and
David S. Touretzky and
Todd K. Leen},
title = {Using a neural net to instantiate a deformable model},
booktitle = {Advances in Neural Information Processing Systems 7, {[NIPS} Conference,
Denver, Colorado, USA, 1994]},
pages = {965--972},
publisher = {{MIT} Press},
year = {1994},
url = {http://papers.nips.cc/paper/1002-using-a-neural-net-to-instantiate-a-deformable-model},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/WilliamsRH94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/MozerZBW92,
author = {Michael C. Mozer and
Richard S. Zemel and
Marlene Behrmann and
Christopher K. I. Williams},
title = {Learning to Segment Images Using Dynamic Feature Binding},
journal = {Neural Comput.},
volume = {4},
number = {5},
pages = {650--665},
year = {1992},
url = {https://doi.org/10.1162/neco.1992.4.5.650},
doi = {10.1162/NECO.1992.4.5.650},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/MozerZBW92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZemelWM92,
author = {Richard S. Zemel and
Christopher K. I. Williams and
Michael Mozer},
editor = {Stephen Jose Hanson and
Jack D. Cowan and
C. Lee Giles},
title = {Directional-Unit Boltzmann Machines},
booktitle = {Advances in Neural Information Processing Systems 5, {[NIPS} Conference,
Denver, Colorado, USA, November 30 - December 3, 1992]},
pages = {172--179},
publisher = {Morgan Kaufmann},
year = {1992},
url = {http://papers.nips.cc/paper/674-directional-unit-boltzmann-machines},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZemelWM92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HintonWR91,
author = {Geoffrey E. Hinton and
Christopher K. I. Williams and
Michael Revow},
editor = {John E. Moody and
Stephen Jose Hanson and
Richard Lippmann},
title = {Adaptive Elastic Models for Hand-Printed Character Recognition},
booktitle = {Advances in Neural Information Processing Systems 4, {[NIPS} Conference,
Denver, Colorado, USA, December 2-5, 1991]},
pages = {512--519},
publisher = {Morgan Kaufmann},
year = {1991},
url = {http://papers.nips.cc/paper/533-adaptive-elastic-models-for-hand-printed-character-recognition},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HintonWR91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-01-29 20:27 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
