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ORCIDBibTeX records: Robert Tibshirani
@inproceedings{DBLP:conf/mlmhd/DingSST23,
author = {Daisy Yi Ding and
Xiaotao Shen and
Michael Snyder and
Robert Tibshirani},
editor = {Andreas K. Maier and
Julia A. Schnabel and
Pallavi Tiwari and
Oliver Stegle},
title = {Semi-supervised Cooperative Learning for Multiomics Data Fusion},
booktitle = {Machine Learning for Multimodal Healthcare Data - First International
Workshop, {ML4MHD} 2023, Honolulu, Hawaii, USA, July 29, 2023, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14315},
pages = {54--63},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-47679-2\_5},
doi = {10.1007/978-3-031-47679-2\_5},
timestamp = {Sat, 09 Dec 2023 19:28:08 +0100},
biburl = {https://dblp.org/rec/conf/mlmhd/DingSST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-09793,
author = {Xuelin Yang and
Louis Abraham and
Sejin Kim and
Petr Smirnov and
Feng Ruan and
Benjamin Haibe{-}Kains and
Robert Tibshirani},
title = {FastCPH: Efficient Survival Analysis for Neural Networks},
journal = {CoRR},
volume = {abs/2208.09793},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.09793},
doi = {10.48550/ARXIV.2208.09793},
eprinttype = {arXiv},
eprint = {2208.09793},
timestamp = {Mon, 29 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-09793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/ShankarTZ21,
author = {Vishnu Shankar and
Robert Tibshirani and
Richard N. Zare},
title = {MassExplorer: a computational tool for analyzing desorption electrospray
ionization mass spectrometry data},
journal = {Bioinform.},
volume = {37},
number = {20},
pages = {3688--3690},
year = {2021},
url = {https://doi.org/10.1093/bioinformatics/btab282},
doi = {10.1093/BIOINFORMATICS/BTAB282},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/ShankarTZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LiCTNHTR21,
author = {Ruilin Li and
Christopher Chang and
Yosuke Tanigawa and
Balasubramanian Narasimhan and
Trevor Hastie and
Robert Tibshirani and
Manuel A. Rivas},
title = {Fast numerical optimization for genome sequencing data in population
biobanks},
journal = {Bioinform.},
volume = {37},
number = {22},
pages = {4148--4155},
year = {2021},
url = {https://doi.org/10.1093/bioinformatics/btab452},
doi = {10.1093/BIOINFORMATICS/BTAB452},
timestamp = {Sun, 12 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/LiCTNHTR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/LiTJTHTR21,
author = {Ruilin Li and
Yosuke Tanigawa and
Johanne M. Justesen and
Jonathan Taylor and
Trevor Hastie and
Robert Tibshirani and
Manuel A. Rivas},
title = {Survival analysis on rare events using group-regularized multi-response
Cox regression},
journal = {Bioinform.},
volume = {37},
number = {23},
pages = {4437--4443},
year = {2021},
url = {https://doi.org/10.1093/bioinformatics/btab095},
doi = {10.1093/BIOINFORMATICS/BTAB095},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/LiTJTHTR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/LemhadriRAT21,
author = {Ismael Lemhadri and
Feng Ruan and
Louis Abraham and
Robert Tibshirani},
title = {LassoNet: {A} Neural Network with Feature Sparsity},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {127:1--127:29},
year = {2021},
url = {http://jmlr.org/papers/v22/20-848.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/LemhadriRAT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/LalLTSR21,
author = {Avantika Lal and
Keli Liu and
Robert Tibshirani and
Arend Sidow and
Daniele Ramazzotti},
title = {De novo mutational signature discovery in tumor genomes using SparseSignatures},
journal = {PLoS Comput. Biol.},
volume = {17},
number = {6},
year = {2021},
url = {https://doi.org/10.1371/journal.pcbi.1009119},
doi = {10.1371/JOURNAL.PCBI.1009119},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/LalLTSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/LemhadriRT21,
author = {Ismael Lemhadri and
Feng Ruan and
Robert Tibshirani},
editor = {Arindam Banerjee and
Kenji Fukumizu},
title = {LassoNet: Neural Networks with Feature Sparsity},
booktitle = {The 24th International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2021, April 13-15, 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {130},
pages = {10--18},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v130/lemhadri21a.html},
timestamp = {Wed, 14 Apr 2021 16:51:37 +0200},
biburl = {https://dblp.org/rec/conf/aistats/LemhadriRT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/natmi/CulosTSBGMFTNEX20,
author = {Anthony Culos and
Amy Tsai and
Natalie Stanley and
Martin Becker and
Mohammad Sajjad Ghaemi and
David Mcilwain and
Ramin Fallahzadeh and
Athena Tanada and
Huda Nassar and
Camilo Espinosa and
Maria Xenochristou and
Edward Ganio and
Laura Peterson and
Xiaoyuan Han and
Ina A. Stelzer and
Kazuo Ando and
Dyani Gaudilliere and
Thanaphong Phongpreecha and
Ivana Maric and
Alan L. Chang and
Gary M. Shaw and
David K. Stevenson and
Sean Bendall and
Kara L. Davis and
Wendy J. Fantl and
Garry P. Nolan and
Trevor Hastie and
Robert Tibshirani and
Martin S. Angst and
Brice Gaudilliere and
Nima Aghaeepour},
title = {Integration of mechanistic immunological knowledge into a machine
learning pipeline improves predictions},
journal = {Nat. Mach. Intell.},
volume = {2},
number = {10},
pages = {619--628},
year = {2020},
url = {https://doi.org/10.1038/s42256-020-00232-8},
doi = {10.1038/S42256-020-00232-8},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/CulosTSBGMFTNEX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-01395,
author = {J. Kenneth Tay and
Nima Aghaeepour and
Trevor Hastie and
Robert Tibshirani},
title = {Feature-weighted elastic net: using "features of features"
for better prediction},
journal = {CoRR},
volume = {abs/2006.01395},
year = {2020},
url = {https://arxiv.org/abs/2006.01395},
eprinttype = {arXiv},
eprint = {2006.01395},
timestamp = {Tue, 09 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-01395.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/GhaemiDCCNLLRMR19,
author = {Mohammad Sajjad Ghaemi and
Daniel B. DiGiulio and
K{\'{e}}vin Contrepois and
Benjamin J. Callahan and
Thuy T. M. Ngo and
Brittany Lee{-}McMullen and
Benoit Lehallier and
Anna Robaczewska and
David Mcilwain and
Yael Rosenberg{-}Hasson and
Ronald J. Wong and
Cecele Quaintance and
Anthony Culos and
Natalie Stanley and
Athena Tanada and
Amy Tsai and
Dyani Gaudilliere and
Edward Ganio and
Xiaoyuan Han and
Kazuo Ando and
Leslie McNeil and
Martha Tingle and
Paul H. Wise and
Ivana Maric and
Marina Sirota and
Tony Wyss{-}Coray and
Virginia D. Winn and
Maurice L. Druzin and
Ronald Gibbs and
Gary L. Darmstadt and
David B. Lewis and
Vahid Partovi Nia and
Bruno Agard and
Robert Tibshirani and
Garry P. Nolan and
Michael P. Snyder and
David A. Relman and
Stephen R. Quake and
Gary M. Shaw and
David K. Stevenson and
Martin S. Angst and
Brice Gaudilliere and
Nima Aghaeepour},
title = {Multiomics modeling of the immunome, transcriptome, microbiome, proteome
and metabolome adaptations during human pregnancy},
journal = {Bioinform.},
volume = {35},
number = {1},
pages = {95--103},
year = {2019},
url = {https://doi.org/10.1093/bioinformatics/bty537},
doi = {10.1093/BIOINFORMATICS/BTY537},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/GhaemiDCCNLLRMR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-01974,
author = {Jonathan Johannemann and
Robert Tibshirani},
title = {Spectral Overlap and a Comparison of Parameter-Free, Dimensionality
Reduction Quality Metrics},
journal = {CoRR},
volume = {abs/1907.01974},
year = {2019},
url = {http://arxiv.org/abs/1907.01974},
eprinttype = {arXiv},
eprint = {1907.01974},
timestamp = {Mon, 08 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-01974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-12207,
author = {Ismael Lemhadri and
Feng Ruan and
Robert Tibshirani},
title = {A neural network with feature sparsity},
journal = {CoRR},
volume = {abs/1907.12207},
year = {2019},
url = {http://arxiv.org/abs/1907.12207},
eprinttype = {arXiv},
eprint = {1907.12207},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-12207.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcisd/YuanJNLHBLTLTKM17,
author = {William Yuan and
Dadi Jiang and
Dhanya K. Nambiar and
Lydia P. Liew and
Michael P. Hay and
Joshua Bloomstein and
Peter Lu and
Brandon Turner and
Quynh{-}Thu Le and
Robert Tibshirani and
Purvesh Khatri and
Mark G. Moloney and
Albert C. Koong},
title = {Chemical Space Mimicry for Drug Discovery},
journal = {J. Chem. Inf. Model.},
volume = {57},
number = {4},
pages = {875--882},
year = {2017},
url = {https://doi.org/10.1021/acs.jcim.6b00754},
doi = {10.1021/ACS.JCIM.6B00754},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcisd/YuanJNLHBLTLTKM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/GrossT16,
author = {Samuel M. Gross and
Robert Tibshirani},
title = {Data Shared Lasso: {A} novel tool to discover uplift},
journal = {Comput. Stat. Data Anal.},
volume = {101},
pages = {226--235},
year = {2016},
url = {https://doi.org/10.1016/j.csda.2016.02.015},
doi = {10.1016/J.CSDA.2016.02.015},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/GrossT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/TibshiraniS16,
author = {Robert Tibshirani and
Xiaotong Suo},
title = {An Ordered Lasso and Sparse Time-Lagged Regression},
journal = {Technometrics},
volume = {58},
number = {4},
year = {2016},
url = {https://doi.org/10.1080/00401706.2015.1079245},
doi = {10.1080/00401706.2015.1079245},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/technometrics/TibshiraniS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bcb/EsfahaniNSTDA16,
author = {Mohammad Shahrokh Esfahani and
Aaron M. Newman and
Florian Scherer and
Robert Tibshirani and
Maximilian Diehn and
Ash A. Alizadeh},
title = {Noninvasive Cancer Classification Using Diverse Genomic Features in
Circulating Tumor {DNA}},
booktitle = {Proceedings of the 7th {ACM} International Conference on Bioinformatics,
Computational Biology, and Health Informatics, {BCB} 2016, Seattle,
WA, USA, October 2-5, 2016},
pages = {516},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2975167.2985663},
doi = {10.1145/2975167.2985663},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bcb/EsfahaniNSTDA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/GSellST14,
author = {Max Grazier G'Sell and
Shai S. Shen{-}Orr and
Robert Tibshirani},
title = {Sensitivity analysis for inference with partially identifiable covariance
matrices},
journal = {Comput. Stat.},
volume = {29},
number = {3},
pages = {529--546},
year = {2014},
url = {https://doi.org/10.1007/s00180-013-0451-4},
doi = {10.1007/S00180-013-0451-4},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cstat/GSellST14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jamia/WittenT13,
author = {Daniela M. Witten and
Robert Tibshirani},
title = {Scientific research in the age of omics: the good, the bad, and the
sloppy},
journal = {J. Am. Medical Informatics Assoc.},
volume = {20},
number = {1},
pages = {125--127},
year = {2013},
url = {https://doi.org/10.1136/amiajnl-2012-000972},
doi = {10.1136/AMIAJNL-2012-000972},
timestamp = {Mon, 11 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jamia/WittenT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HussamiT13,
author = {Nadine Hussami and
Robert Tibshirani},
title = {A Component Lasso},
journal = {CoRR},
volume = {abs/1311.4472},
year = {2013},
url = {http://arxiv.org/abs/1311.4472},
eprinttype = {arXiv},
eprint = {1311.4472},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HussamiT13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/WittenT11,
author = {Daniela M. Witten and
Robert Tibshirani},
title = {Supervised multidimensional scaling for visualization, classification,
and bipartite ranking},
journal = {Comput. Stat. Data Anal.},
volume = {55},
number = {1},
pages = {789--801},
year = {2011},
url = {https://doi.org/10.1016/j.csda.2010.07.001},
doi = {10.1016/J.CSDA.2010.07.001},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/WittenT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/TibshiraniHT11,
author = {Ryan J. Tibshirani and
Holger H{\"{o}}fling and
Robert Tibshirani},
title = {Nearly-Isotonic Regression},
journal = {Technometrics},
volume = {53},
number = {1},
pages = {54--61},
year = {2011},
url = {https://doi.org/10.1198/TECH.2010.10111},
doi = {10.1198/TECH.2010.10111},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/technometrics/TibshiraniHT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SalariTP10,
author = {Keyan Salari and
Robert Tibshirani and
Jonathan R. Pollack},
title = {DR-Integrator: a new analytic tool for integrating {DNA} copy number
and gene expression data},
journal = {Bioinform.},
volume = {26},
number = {3},
pages = {414--416},
year = {2010},
url = {https://doi.org/10.1093/bioinformatics/btp702},
doi = {10.1093/BIOINFORMATICS/BTP702},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/SalariTP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/MazumderHT10,
author = {Rahul Mazumder and
Trevor Hastie and
Robert Tibshirani},
title = {Spectral Regularization Algorithms for Learning Large Incomplete Matrices},
journal = {J. Mach. Learn. Res.},
volume = {11},
pages = {2287--2322},
year = {2010},
url = {https://dl.acm.org/doi/10.5555/1756006.1859931},
doi = {10.5555/1756006.1859931},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/MazumderHT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/lib/HastieTF09,
author = {Trevor Hastie and
Robert Tibshirani and
Jerome H. Friedman},
title = {The Elements of Statistical Learning: Data Mining, Inference, and
Prediction, 2nd Edition},
series = {Springer Series in Statistics},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-0-387-84858-7},
doi = {10.1007/978-0-387-84858-7},
isbn = {9780387848570},
timestamp = {Fri, 17 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/lib/HastieTF09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HoflingT09,
author = {Holger H{\"{o}}fling and
Robert Tibshirani},
title = {Estimation of Sparse Binary Pairwise Markov Networks using Pseudo-likelihoods},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {883--906},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1577101},
doi = {10.5555/1577069.1577101},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HoflingT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HastieFT08,
author = {Trevor Hastie and
Jerome H. Friedman and
Robert Tibshirani},
editor = {Ying Li and
Bing Liu and
Sunita Sarawagi},
title = {Regularization paths and coordinate descent},
booktitle = {Proceedings of the 14th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Las Vegas, Nevada, USA, August
24-27, 2008},
pages = {3},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1401890.1401893},
doi = {10.1145/1401890.1401893},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HastieFT08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/NicolauTBJ07,
author = {Monica Nicolau and
Robert Tibshirani and
Anne{-}Lise B{\o}rresen{-}Dale and
Stefanie S. Jeffrey},
title = {Disease-specific genomic analysis: identifying the signature of pathologic
biology},
journal = {Bioinform.},
volume = {23},
number = {8},
pages = {957--965},
year = {2007},
url = {https://doi.org/10.1093/bioinformatics/btm033},
doi = {10.1093/BIOINFORMATICS/BTM033},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/NicolauTBJ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/TibshiraniH07,
author = {Robert Tibshirani and
Trevor Hastie},
title = {Margin Trees for High-dimensional Classification},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {637--652},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314521},
doi = {10.5555/1314498.1314521},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/TibshiraniH07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/Tibshirani06,
author = {Robert Tibshirani},
title = {A simple method for assessing sample sizes in microarray experiments},
journal = {{BMC} Bioinform.},
volume = {7},
pages = {106},
year = {2006},
url = {https://doi.org/10.1186/1471-2105-7-106},
doi = {10.1186/1471-2105-7-106},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/Tibshirani06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/siam/05/Tibshirani05,
author = {Robert Tibshirani},
editor = {Jim Albert and
Jay M. Bennett and
James J. Cochran},
title = {43. Who Is the Fastest Man in the World?},
booktitle = {Anthology of Statistics in Sports},
series = {{ASA-SIAM} series on statistics and applied probability},
volume = {16},
pages = {311--316},
publisher = {{SIAM}},
year = {2005},
url = {https://doi.org/10.1137/1.9780898718386.ch43},
doi = {10.1137/1.9780898718386.CH43},
timestamp = {Thu, 28 May 2020 15:13:42 +0200},
biburl = {https://dblp.org/rec/books/siam/05/Tibshirani05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/TibshiraniHNSSKL04,
author = {Robert Tibshirani and
Trevor Hastie and
Balasubramanian Narasimhan and
Scott G. Soltys and
Gongyi Shi and
Albert C. Koong and
Quynh{-}Thu Le},
title = {Sample classification from protein mass spectrometry, by 'peak probability
contrasts'},
journal = {Bioinform.},
volume = {20},
number = {17},
pages = {3034--3044},
year = {2004},
url = {https://doi.org/10.1093/bioinformatics/bth357},
doi = {10.1093/BIOINFORMATICS/BTH357},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/TibshiraniHNSSKL04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/MunagalaTB04,
author = {Kamesh Munagala and
Robert Tibshirani and
Patrick O. Brown},
title = {Cancer characterization and feature set extraction by discriminative
margin clustering},
journal = {{BMC} Bioinform.},
volume = {5},
pages = {21},
year = {2004},
url = {https://doi.org/10.1186/1471-2105-5-21},
doi = {10.1186/1471-2105-5-21},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/MunagalaTB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HastieRTZ04,
author = {Trevor Hastie and
Saharon Rosset and
Robert Tibshirani and
Ji Zhu},
title = {The Entire Regularization Path for the Support Vector Machine},
journal = {J. Mach. Learn. Res.},
volume = {5},
pages = {1391--1415},
year = {2004},
url = {http://jmlr.org/papers/volume5/hastie04a/hastie04a.pdf},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HastieRTZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csb/WangKPT04,
author = {Pei Wang and
Young Kim and
Jonathan R. Pollack and
Robert Tibshirani},
title = {Boosted {PRIM} with Application to Searching for Oncogenic Pathway
of Lung Cancer},
booktitle = {3rd International {IEEE} Computer Society Computational Systems Bioinformatics
Conference, {CSB} 2004, Stanford, CA, USA, August 16-19, 2004},
pages = {604--609},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CSB.2004.1332514},
doi = {10.1109/CSB.2004.1332514},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csb/WangKPT04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HastieRTZ04,
author = {Trevor Hastie and
Saharon Rosset and
Robert Tibshirani and
Ji Zhu},
title = {The Entire Regularization Path for the Support Vector Machine},
booktitle = {Advances in Neural Information Processing Systems 17 [Neural Information
Processing Systems, {NIPS} 2004, December 13-18, 2004, Vancouver,
British Columbia, Canada]},
pages = {561--568},
year = {2004},
url = {https://proceedings.neurips.cc/paper/2004/hash/403ea2e851b9ab04a996beab4a480a30-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HastieRTZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/HastieTF03,
author = {Trevor Hastie and
Robert Tibshirani and
Jerome H. Friedman},
title = {Note on "Comparison of Model Selection for Regression" by
Vladimir Cherkassky and Yunqian Ma},
journal = {Neural Comput.},
volume = {15},
number = {7},
pages = {1477--1480},
year = {2003},
url = {https://doi.org/10.1162/089976603321891765},
doi = {10.1162/089976603321891765},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/HastieTF03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/BairT03,
author = {Eric Bair and
Robert Tibshirani},
title = {Machine learning methods applied to {DNA} microarray data can improve
the diagnosis of cancer},
journal = {{SIGKDD} Explor.},
volume = {5},
number = {2},
pages = {48--55},
year = {2003},
url = {https://doi.org/10.1145/980972.980980},
doi = {10.1145/980972.980980},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/BairT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhuRHT03,
author = {Ji Zhu and
Saharon Rosset and
Trevor Hastie and
Robert Tibshirani},
editor = {Sebastian Thrun and
Lawrence K. Saul and
Bernhard Sch{\"{o}}lkopf},
title = {1-norm Support Vector Machines},
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 = {49--56},
publisher = {{MIT} Press},
year = {2003},
url = {https://proceedings.neurips.cc/paper/2003/hash/49d4b2faeb4b7b9e745775793141e2b2-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ZhuRHT03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compstat/HastieTNC02,
author = {Trevor Hastie and
Robert Tibshirani and
Balasubramanian Narasimhan and
Gilbert Chu},
editor = {Wolfgang K. H{\"{a}}rdle and
Bernd R{\"{o}}nz},
title = {Supervised Learning from Microarray Data},
booktitle = {{COMPSTAT} 2002, Proceedings in Computational Statistics, 15th Symposium,
Berlin, Germany, August 24-28, 2002},
pages = {67--77},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/978-3-642-57489-4\_7},
doi = {10.1007/978-3-642-57489-4\_7},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/compstat/HastieTNC02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HastieR02,
author = {Trevor Hastie and
Robert Tibshirani},
editor = {Suzanna Becker and
Sebastian Thrun and
Klaus Obermayer},
title = {Independent Components Analysis through Product Density Estimation},
booktitle = {Advances in Neural Information Processing Systems 15 [Neural Information
Processing Systems, {NIPS} 2002, December 9-14, 2002, Vancouver, British
Columbia, Canada]},
pages = {649--656},
publisher = {{MIT} Press},
year = {2002},
url = {https://proceedings.neurips.cc/paper/2002/hash/a381c2c35c9157f6b67fd07d5a200ae1-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HastieR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/HastieFT01,
author = {Trevor Hastie and
Jerome H. Friedman and
Robert Tibshirani},
title = {The Elements of Statistical Learning: Data Mining, Inference, and
Prediction},
series = {Springer Series in Statistics},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/978-0-387-21606-5},
doi = {10.1007/978-0-387-21606-5},
isbn = {978-1-4899-0519-2},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/HastieFT01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/TroyanskayaCSBHTBA01,
author = {Olga G. Troyanskaya and
Michael N. Cantor and
Gavin Sherlock and
Patrick O. Brown and
Trevor Hastie and
Robert Tibshirani and
David Botstein and
Russ B. Altman},
title = {Missing value estimation methods for {DNA} microarrays},
journal = {Bioinform.},
volume = {17},
number = {6},
pages = {520--525},
year = {2001},
url = {https://doi.org/10.1093/bioinformatics/17.6.520},
doi = {10.1093/BIOINFORMATICS/17.6.520},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/TroyanskayaCSBHTBA01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/TibshiraniH98,
author = {Robert Tibshirani and
Geoffrey E. Hinton},
title = {Coaching variables for regression and classification},
journal = {Stat. Comput.},
volume = {8},
number = {1},
pages = {25--33},
year = {1998},
url = {https://doi.org/10.1023/A:1008815025242},
doi = {10.1023/A:1008815025242},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/TibshiraniH98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HastieT97,
author = {Trevor Hastie and
Robert Tibshirani},
editor = {Michael I. Jordan and
Michael J. Kearns and
Sara A. Solla},
title = {Classification by Pairwise Coupling},
booktitle = {Advances in Neural Information Processing Systems 10, {[NIPS} Conference,
Denver, Colorado, USA, 1997]},
pages = {507--513},
publisher = {The {MIT} Press},
year = {1997},
url = {http://papers.nips.cc/paper/1375-classification-by-pairwise-coupling},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HastieT97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neco/Tibshirani96,
author = {Robert Tibshirani},
title = {A Comparison of Some Error Estimates for Neural Network Models},
journal = {Neural Comput.},
volume = {8},
number = {1},
pages = {152--163},
year = {1996},
url = {https://doi.org/10.1162/neco.1996.8.1.152},
doi = {10.1162/NECO.1996.8.1.152},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neco/Tibshirani96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/HastieT96,
author = {Trevor Hastie and
Robert Tibshirani},
title = {Discriminant Adaptive Nearest Neighbor Classification},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {18},
number = {6},
pages = {607--616},
year = {1996},
url = {https://doi.org/10.1109/34.506411},
doi = {10.1109/34.506411},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/HastieT96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HastieT95,
author = {Trevor Hastie and
Robert Tibshirani},
editor = {Usama M. Fayyad and
Ramasamy Uthurusamy},
title = {Discriminant Adaptive Nearest Neighbor Classification},
booktitle = {Proceedings of the First International Conference on Knowledge Discovery
and Data Mining (KDD-95), Montreal, Canada, August 20-21, 1995},
pages = {142--149},
publisher = {{AAAI} Press},
year = {1995},
url = {http://www.aaai.org/Library/KDD/1995/kdd95-055.php},
timestamp = {Wed, 12 Dec 2012 15:08:19 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HastieT95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HastieT95,
author = {Trevor Hastie and
Robert Tibshirani},
editor = {David S. Touretzky and
Michael Mozer and
Michael E. Hasselmo},
title = {Discriminant Adaptive Nearest Neighbor Classification and Regression},
booktitle = {Advances in Neural Information Processing Systems 8, NIPS, Denver,
CO, USA, November 27-30, 1995},
pages = {409--415},
publisher = {{MIT} Press},
year = {1995},
url = {http://papers.nips.cc/paper/1131-discriminant-adaptive-nearest-neighbor-classification-and-regression},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HastieT95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/EfronT93,
author = {Bradley Efron and
Robert Tibshirani},
title = {An Introduction to the Bootstrap},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/978-1-4899-4541-9},
doi = {10.1007/978-1-4899-4541-9},
isbn = {978-1-4899-4541-9},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/EfronT93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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