Vladimir Vovk
Volodya Vovk
V. G. Vovk
Royal Holloway University of London, Computer Learning Research Centre, UK
http://www.vovk.net/
https://pure.royalholloway.ac.uk/portal/en/persons/vladimir-vovk(74ed8b21-d9d7-4ab6-8dbf-6f177b91b945).html
https://scholar.google.com/citations?user=GJE29ekAAAAJ
https://mathgenealogy.org/id.php?id=17549
https://en.wikipedia.org/wiki/Vladimir_Vovk
https://orcid.org/0000-0003-2602-6877
https://www.wikidata.org/entity/Q57445907
https://mathscinet.ams.org/mathscinet/MRAuthorID/247910
https://d-nb.info/gnd/133094391
https://id.loc.gov/authorities/names/n2001098857
Vladimir Vovk
The power of forgetting in statistical hypothesis testing.
347-366
2023
COPA
https://proceedings.mlr.press/v204/vovk23a.html
conf/copa/2023
db/conf/copa/copa2023.html#Vovk23
Peter Bidyuk
Yevgeniy V. Bodyanskiy
Sándor Bozóki
Leonid Hulianytskyi
Roth Hubert
Stan Lipovetsky
Mykola Malyar
Krassimir Markov
Nataliya D. Pankratova
Ivan Sergienko
Vitaliy Snytyuk
Mariya A. Sodenkamp
Yurii Stoyan
Vitaliy V. Tsyganok
Oleksii Voloshyn
Vladimir Vovk
Sergey Yakovlev
Yuriy P. Zaychenko
Michael Zgurovsky
Selected Papers of the III International Scientific Symposium "Intelligent Solutions" (IntSol-2023). Symposium Proceedings Kyiv - Uzhhorod, Ukraine, September 27-28, 2023., Kyiv - Uzhhorod, Ukraine, September 27-28, 2023.
IntSol
CEUR-WS.org
2023
CEUR Workshop Proceedings
3538
https://ceur-ws.org/Vol-3538
https://nbn-resolving.org/urn:nbn:de:0074-3538-1
db/conf/intsol/intsol2023.html
Anatoly Anisimov
Vitaliy Snytyuk
Aldrich Chris
Andreas Pester
Frédéric Mallet
Hiroshi Tanaka
Iurii Krak
Karsten Henke
Oleg Chertov
Oleksandr Marchenko
Sándor Bozóki
Vitaliy V. Tsyganok
Vladimir Vovk
Selected Papers of the IX International Scientific Conference "Information Technology and Implementation" (IT&I-2022). Conference Proceedings Kyiv, Ukraine, November 30 - December 02, 2022.
IT&I
CEUR-WS.org
2023
CEUR Workshop Proceedings
3347
https://ceur-ws.org/Vol-3347
https://nbn-resolving.org/urn:nbn:de:0074-3347-4
db/conf/iti2/iti2022.html
Anatoly Anisimov
Vitaliy Snytyuk
Aldrich Chris
Andreas Pester
Frédéric Mallet
Hiroshi Tanaka
Iurii Krak
Karsten Henke
Oleg Chertov
Oleksandr Marchenko
Sándor Bozóki
Vitaliy V. Tsyganok
Vladimir Vovk
Selected Papers of the IX International Scientific Conference "Information Technology and Implementation" (IT&I-2022), Workshop Proceedings, Kyiv, Ukraine, November 30 - December 02, 2022.
IT&I Workshops
CEUR-WS.org
2023
CEUR Workshop Proceedings
3384
https://ceur-ws.org/Vol-3384
https://nbn-resolving.org/urn:nbn:de:0074-3384-7
db/conf/iti2/iti2022w.html
Vladimir Vovk
Logic of subjective probability.
2023
abs/2309.01173
CoRR
https://doi.org/10.48550/arXiv.2309.01173
db/journals/corr/corr2309.html#abs-2309-01173
John C. Aldrich
A. Philip Dawid
Thierry Denoeux
Prakash P. Shenoy
Vladimir Vovk
Probability and statistics: Foundations and history. Special Issue in honor of Glenn Shafer.
1-4
2022
141
Int. J. Approx. Reason.
https://doi.org/10.1016/j.ijar.2022.01.003
db/journals/ijar/ijar141.html#AldrichDDSV22
John C. Aldrich
A. Philip Dawid
Thierry Denoeux
Prakash P. Shenoy
Vladimir Vovk
Glenn Shafer - A short biography.
5-10
2022
141
Int. J. Approx. Reason.
https://doi.org/10.1016/j.ijar.2022.01.004
db/journals/ijar/ijar141.html#AldrichDDSV22a
Vladimir Vovk
Universal predictive systems.
108536
2022
126
Pattern Recognit.
https://doi.org/10.1016/j.patcog.2022.108536
db/journals/pr/pr126.html#Vovk22
Alexander Gammerman
Vladimir Vovk
Marco Cristani
Special Issue on Conformal and Probabilistic Prediction with Applications: Preface.
108561
2022
126
Pattern Recognit.
https://doi.org/10.1016/j.patcog.2022.108561
db/journals/pr/pr126.html#GammermanVC22
Vladimir Vovk
Ilia Nouretdinov
Alex Gammerman
Conformal testing: binary case with Markov alternatives.
207-218
2022
COPA
https://proceedings.mlr.press/v179/vovk22a.html
conf/copa/2022
db/conf/copa/copa2022.html#VovkNG22
Peter Bidyuk
Yevgeniy V. Bodyanskiy
Sándor Bozóki
Leonid Hulianytskyi
Hubert Roth
Stan Lipovetsky
Mykola Malyar
Krassimir Markov
Nataliya D. Pankratova
Ivan Sergienko
Vitaliy Snytyuk
Mariya A. Sodenkamp
Yurii Stoyan
Vitaliy V. Tsyganok
Oleksii Voloshyn
Vladimir Vovk
Sergey Yakovlev
Yuriy P. Zaychenko
Michael Zgurovsky
Selected Papers of the II International Scientific Symposium "Intelligent Solutions" (IntSol-2021). Workshop Proceedings, Kyiv - Uzhhorod, Ukraine, September 28-30, 2021.
IntSol Workshops
CEUR-WS.org
CEUR Workshop Proceedings
3106
2022
https://ceur-ws.org/Vol-3106
https://nbn-resolving.org/urn:nbn:de:0074-3106-0
db/conf/intsol/intsol2021w.html
Anatoly Anisimov
Vitaliy Snytyuk
Chris Aldrich
Andreas Pester
Frédéric Mallet
Hiroshi Tanaka
Iurii Krak
Karsten Henke
Mykola Nikitchenko
Oleg Chertov
Oleksandr Marchenko
Sándor Bozóki
Vitaliy V. Tsyganok
Vladimir Vovk
Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021). Conference Proceedings, Kyiv, Ukraine, December 01-03, 2021.
IT&I
CEUR-WS.org
CEUR Workshop Proceedings
3132
2022
https://ceur-ws.org/Vol-3132
https://nbn-resolving.org/urn:nbn:de:0074-3132-6
db/conf/iti2/iti2021.html
Anatoly Anisimov
Vitaliy Snytyuk
Chris Aldrich
Andreas Pester
Frédéric Mallet
Hiroshi Tanaka
Iurii Krak
Karsten Henke
Mykola Nikitchenko
Oleg Chertov
Oleksandr Marchenko
Sándor Bozóki
Vitaliy V. Tsyganok
Vladimir Vovk
Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021), Workshop Proceedings, Kyiv, Ukraine, December 1-3, 2021.
IT&I Workshops
CEUR-WS.org
CEUR Workshop Proceedings
3179
2022
https://ceur-ws.org/Vol-3179
https://nbn-resolving.org/urn:nbn:de:0074-3179-9
db/conf/iti2/iti2021w.html
Anatoly Anisimov
Vitaliy Snytyuk
Aldrich Chris
Andreas Pester
Frédéric Mallet
Hiroshi Tanaka
Iurii Krak
Karsten Henke
Oleg Chertov
Oleksandr Marchenko
Sándor Bozóki
Vitaliy Tsyganok
Vladimir Vovk
Selected Papers of the X International Scientific Conference "Information Technology and Implementation" (IT&I-2023). Conference Proceedings, Kyiv, Ukraine, November 20 - 21, 2023.
IT&I
CEUR-WS.org
2022
CEUR Workshop Proceedings
3624
https://ceur-ws.org/Vol-3624
https://nbn-resolving.org/urn:nbn:de:0074-3624-7
db/conf/iti2/iti2023.html
Aaditya Ramdas
Peter Grünwald
Vladimir Vovk
Glenn Shafer
Game-theoretic statistics and safe anytime-valid inference.
2022
abs/2210.01948
CoRR
https://doi.org/10.48550/arXiv.2210.01948
db/journals/corr/corr2210.html#abs-2210-01948
Vladimir Vovk
Conformal testing in a binary model situation.
131-150
2021
COPA
https://proceedings.mlr.press/v152/vovk21a.html
conf/copa/2021
db/conf/copa/copa2021.html#Vovk21
Vladimir Vovk
Ivan Petej
Ilia Nouretdinov
Ernst Ahlberg
Lars Carlsson
Alex Gammerman
Retrain or not retrain: conformal test martingales for change-point detection.
191-210
2021
COPA
https://proceedings.mlr.press/v152/vovk21b.html
conf/copa/2021
db/conf/copa/copa2021.html#VovkPNACG21
Vladimir Vovk
Ivan Petej
Alex Gammerman
Protected probabilistic classification.
297-299
2021
COPA
https://proceedings.mlr.press/v152/vovk21c.html
conf/copa/2021
db/conf/copa/copa2021.html#VovkPG21
Ilia Nouretdinov
Vladimir Vovk
Alex Gammerman
Conformal changepoint detection in continuous model situations.
300-302
2021
COPA
https://proceedings.mlr.press/v152/nouretdinov21a.html
conf/copa/2021
db/conf/copa/copa2021.html#NouretdinovVG21
Peter Bidyuk
Yevgeniy V. Bodyanskiy
Sándor Bozóki
Leonid Hulianytskyi
Hubert Roth
Stan Lipovetsky
Mykola Malyar
Krassimir Markov
Nataliya D. Pankratova
Ivan Sergienko
Vitaliy Snytyuk
Mariya A. Sodenkamp
Yurii Stoyan
Vitaliy V. Tsyganok
Oleksii Voloshyn
Vladimir Vovk
Sergey Yakovlev
Yuriy P. Zaychenko
Michael Zgurovsky
Proceedings of the II International Scientific Symposium "Intelligent Solutions" (IntSol-2021), Kyiv-Uzhhorod, Ukraine, September 28-30, 2021.
IntSol
CEUR-WS.org
CEUR Workshop Proceedings
3018
2021
https://ceur-ws.org/Vol-3018
https://nbn-resolving.org/urn:nbn:de:0074-3018-8
db/conf/intsol/intsol2021.html
Vitaliy Snytyuk
Anatoly Anisimov
Iurii Krak
Mykola Nikitchenko
Oleksandr Marchenko
Frédéric Mallet
Vitaliy V. Tsyganok
Chris Aldrich
Andreas Pester
Hiroshi Tanaka
Karsten Henke
Oleg Chertov
Sándor Bozóki
Vladimir Vovk
Selected Papers of the 7th International Conference "Information Technology and Interactions" (IT&I-2020). Conferece Proceedings, Kyiv, Ukraine, December 02-03, 2020.
IT&I
CEUR-WS.org
CEUR Workshop Proceedings
2833
2021
https://ceur-ws.org/Vol-2833
https://nbn-resolving.org/urn:nbn:de:0074-2833-0
db/conf/iti2/iti2020.html
Vitaliy Snytyuk
Anatoly Anisimov
Iurii Krak
Mykola Nikitchenko
Oleksandr Marchenko
Frédéric Mallet
Vitaliy V. Tsyganok
Chris Aldrich
Andreas Pester
Hiroshi Tanaka
Karsten Henke
Oleg Chertov
Sándor Bozóki
Vladimir Vovk
Proceedings of the 7th International Conference "Information Technology and Interactions" (IT&I-2020). Workshops Proceedings, Kyiv, Ukraine, December 02-03, 2020.
IT&I Workshops
CEUR-WS.org
CEUR Workshop Proceedings
2845
2021
https://ceur-ws.org/Vol-2845
https://nbn-resolving.org/urn:nbn:de:0074-2845-1
db/conf/iti2/iti2020w.html
Vladimir Vovk
Ivan Petej
Ilia Nouretdinov
Ernst Ahlberg
Lars Carlsson
Alex Gammerman
Retrain or not retrain: Conformal test martingales for change-point detection.
2021
abs/2102.10439
CoRR
https://arxiv.org/abs/2102.10439
db/journals/corr/corr2102.html#abs-2102-10439
Vladimir Vovk
Conformal testing in a binary model situation.
2021
abs/2104.01885
CoRR
https://arxiv.org/abs/2104.01885
db/journals/corr/corr2104.html#abs-2104-01885
Vladimir Vovk
Enhancement of prediction algorithms by betting.
2021
abs/2105.08669
CoRR
https://arxiv.org/abs/2105.08669
db/journals/corr/corr2105.html#abs-2105-08669
Vladimir Vovk
Ivan Petej
Alex Gammerman
Adaptive calibration for binary classification.
2021
abs/2107.01726
CoRR
https://arxiv.org/abs/2107.01726
db/journals/corr/corr2107.html#abs-2107-01726
Vladimir Vovk
Ilia Nouretdinov
Alex Gammerman
Conformal testing: binary case with Markov alternatives.
2021
abs/2111.01885
CoRR
https://arxiv.org/abs/2111.01885
db/journals/corr/corr2111.html#abs-2111-01885
Alex Gammerman
Vladimir Vovk
Zhiyuan Luo 0001
Evgueni N. Smirnov
Ralf Peeters
Special Issue on Conformal and Probabilistic Prediction with Applications.
264-265
2020
397
Neurocomputing
https://doi.org/10.1016/j.neucom.2019.11.025
db/journals/ijon/ijon397.html#GammermanVLSP20
Vladimir Vovk
Ivan Petej
Ilia Nouretdinov
Valery Manokhin
Alexander Gammerman
Computationally efficient versions of conformal predictive distributions.
292-308
2020
397
Neurocomputing
https://doi.org/10.1016/j.neucom.2019.10.110
db/journals/ijon/ijon397.html#VovkPNMG20
Vladimir Vovk
Non-Algorithmic Theory of Randomness.
323-340
2020
Fields of Logic and Computation III
https://doi.org/10.1007/978-3-030-48006-6_21
conf/birthday/2020gurevich
db/conf/birthday/gurevich2020.html#Vovk20
Nicolò Colombo
Vladimir Vovk
Training conformal predictors.
55-64
2020
COPA
http://proceedings.mlr.press/v128/colombo20a.html
conf/copa/2020
db/conf/copa/copa2020.html#ColomboV20
Vladimir Vovk
Ivan Petej
Paolo Toccaceli
Alexander Gammerman
Ernst Ahlberg
Lars Carlsson
Conformal calibrators.
84-99
2020
COPA
http://proceedings.mlr.press/v128/vovk20a.html
conf/copa/2020
db/conf/copa/copa2020.html#VovkPTGAC20
Alexander Gammerman
Vladimir Vovk
Zhiyuan Luo 0001
Evgueni N. Smirnov
Giovanni Cherubin
Marco Christini
Conformal and Probabilistic Prediction and Applications, COPA 2020, 9-11 September 2020, Virtual Event
COPA
PMLR
2020
Proceedings of Machine Learning Research
128
http://proceedings.mlr.press/v128/
db/conf/copa/copa2020.html
Vladimir Vovk
Cross-conformal e-prediction.
2020
abs/2001.05989
CoRR
https://arxiv.org/abs/2001.05989
db/journals/corr/corr2001.html#abs-2001-05989
Nicolò Colombo
Vladimir Vovk
Training conformal predictors.
2020
abs/2005.07037
CoRR
https://arxiv.org/abs/2005.07037
db/journals/corr/corr2005.html#abs-2005-07037
Vladimir Vovk
Testing for concept shift online.
2020
abs/2012.14246
CoRR
https://arxiv.org/abs/2012.14246
db/journals/corr/corr2012.html#abs-2012-14246
Alexander Gammerman
Vladimir Vovk
Henrik Boström
Lars Carlsson
Conformal and probabilistic prediction with applications: editorial.
379-380
2019
108
Mach. Learn.
3
https://doi.org/10.1007/s10994-018-5761-x
db/journals/ml/ml108.html#GammermanVBC19
Vladimir Vovk
Jieli Shen
Valery Manokhin
Min-ge Xie
Nonparametric predictive distributions based on conformal prediction.
445-474
2019
108
Mach. Learn.
3
https://doi.org/10.1007/s10994-018-5755-8
https://www.wikidata.org/entity/Q62046627
db/journals/ml/ml108.html#VovkSMX19
Yuri Gurevich
Vladimir Vovk
Test statistics and p-values.
89-104
2019
COPA
http://proceedings.mlr.press/v105/gurevich19a.html
conf/copa/2019
db/conf/copa/copa2019.html#GurevichV19
Vladimir Vovk
Universally Consistent Conformal Predictive Distributions.
105-122
2019
COPA
http://proceedings.mlr.press/v105/vovk19a.html
conf/copa/2019
db/conf/copa/copa2019.html#Vovk19
Alex Gammerman
Vladimir Vovk
Zhiyuan Luo 0001
Evgueni N. Smirnov
Conformal and Probabilistic Prediction and Applications, COPA 2019, 9-11 September 2019, Golden Sands, Bulgaria
COPA
PMLR
2019
Proceedings of Machine Learning Research
105
http://proceedings.mlr.press/v105/
db/conf/copa/copa2019.html
Vladimir Vovk
Ivan Petej
Paolo Toccaceli
Alex Gammerman
Conformal calibrators.
2019
abs/1902.06579
CoRR
http://arxiv.org/abs/1902.06579
db/journals/corr/corr1902.html#abs-1902-06579
Vladimir Vovk
Power and limitations of conformal martingales.
2019
abs/1906.09256
CoRR
http://arxiv.org/abs/1906.09256
db/journals/corr/corr1906.html#abs-1906-09256
Vladimir Vovk
Ivan Petej
Ilia Nouretdinov
Valery Manokhin
Alex Gammerman
Computationally efficient versions of conformal predictive distributions.
2019
abs/1911.00941
CoRR
http://arxiv.org/abs/1911.00941
db/journals/corr/corr1911.html#abs-1911-00941
Vladimir Vovk
Ilia Nouretdinov
Valery Manokhin
Alexander Gammerman
Cross-conformal predictive distributions.
37-51
2018
COPA
http://proceedings.mlr.press/v91/vovk18a.html
conf/copa/2018
db/conf/copa/copa2018.html#VovkNMG18
Vladimir Vovk
Claus Bendtsen
Conformal predictive decision making.
52-62
2018
COPA
http://proceedings.mlr.press/v91/vovk18b.html
conf/copa/2018
db/conf/copa/copa2018.html#VovkB18
Alex Gammerman
Vladimir Vovk
Zhiyuan Luo 0001
Evgueni N. Smirnov
Ralf L. M. Peeters
7th Symposium on Conformal and Probabilistic Prediction and Applications, COPA 2018, 11-13 June 2018, Maastricht, The Netherlands.
COPA
2018
PMLR
Proceedings of Machine Learning Research
91
http://proceedings.mlr.press/v91/
db/conf/copa/copa2018.html
Alexander Gammerman
Vladimir Vovk
Foreword to this special issue: conformal and probabilistic prediction with applications.
1-2
2017
81
Ann. Math. Artif. Intell.
1-2
https://doi.org/10.1007/s10472-017-9557-7
https://www.wikidata.org/entity/Q62046629
db/journals/amai/amai81.html#GammermanV17
Vladimir Vovk
Ilia Nouretdinov
Valentina Fedorova
Ivan Petej
Alex Gammerman
Criteria of efficiency for set-valued classification.
21-46
2017
81
Ann. Math. Artif. Intell.
1-2
https://doi.org/10.1007/s10472-017-9540-3
https://www.wikidata.org/entity/Q59613244
db/journals/amai/amai81.html#VovkNFPG17
Vladimir Vovk
Dusko Pavlovic
Universal probability-free prediction.
47-70
2017
81
Ann. Math. Artif. Intell.
1-2
https://doi.org/10.1007/s10472-017-9547-9
https://www.wikidata.org/entity/Q59613262
db/journals/amai/amai81.html#VovkP17
Vladimir Vovk
The role of measurability in game-theoretic probability.
719-739
2017
21
Finance Stochastics
3
https://doi.org/10.1007/s00780-017-0336-4
https://www.wikidata.org/entity/Q59614159
db/journals/fs/fs21.html#Vovk17
Vladimir Vovk
Ilia Nouretdinov
Valery Manokhin
Alex Gammerman
Conformal Predictive Distributions with Kernels.
103-121
2017
Braverman Readings in Machine Learning
https://doi.org/10.1007/978-3-319-99492-5_4
conf/birthday/2017braverman
db/conf/birthday/braverman2017.html#VovkNMG17
Vladimir Vovk
Jieli Shen
Valery Manokhin
Min-ge Xie
Nonparametric predictive distributions based on conformal prediction.
82-102
2017
COPA
http://proceedings.mlr.press/v60/vovk17a.html
conf/copa/2017
db/conf/copa/copa2017.html#VovkSMX17
Denis Volkhonskiy
Evgeny Burnaev
Ilia Nouretdinov
Alexander Gammerman
Vladimir Vovk
Inductive Conformal Martingales for Change-Point Detection.
132-153
2017
COPA
http://proceedings.mlr.press/v60/volkhonskiy17a.html
conf/copa/2017
db/conf/copa/copa2017.html#VolkhonskiyBNGV17
Alex Gammerman
Vladimir Vovk
Zhiyuan Luo 0001
Harris Papadopoulos
Conformal and Probabilistic Prediction and Applications, COPA 2017, 13-16 June 2017, Stockholm, Sweden
COPA
2017
PMLR
Proceedings of Machine Learning Research
60
http://proceedings.mlr.press/v60/
db/conf/copa/copa2017.html
Vladimir Vovk
Universally consistent predictive distributions.
2017
abs/1708.01902
CoRR
http://arxiv.org/abs/1708.01902
db/journals/corr/corr1708.html#abs-1708-01902
Vladimir Vovk
Ilia Nouretdinov
Valery Manokhin
Alex Gammerman
Conformal predictive distributions with kernels.
2017
abs/1710.08894
CoRR
http://arxiv.org/abs/1710.08894
db/journals/corr/corr1710.html#abs-1710-08894
Yuri Gurevich
Vladimir Vovk
Fundamentals of p-values: Introduction.
2016
119
Bull. EATCS
http://eatcs.org/beatcs/index.php/beatcs/article/view/413
db/journals/eatcs/eatcs119.html#GurevichV16
Dmitry Adamskiy
Wouter M. Koolen
Alexey V. Chernov
Vladimir Vovk
A Closer Look at Adaptive Regret.
23:1-23:21
2016
17
J. Mach. Learn. Res.
http://jmlr.org/papers/v17/13-533.html
db/journals/jmlr/jmlr17.html#AdamskiyKCV16
Amit Deo
Santanu Kumar Dash 0001
Guillermo Suarez-Tangil
Volodya Vovk
Lorenzo Cavallaro
Prescience: Probabilistic Guidance on the Retraining Conundrum for Malware Detection.
71-82
2016
AISec@CCS
https://doi.org/10.1145/2996758.2996769
conf/ccs/2016aisec
db/conf/ccs/aisec2016.html#DeoDSVC16
Vladimir Vovk
Valentina Fedorova
Ilia Nouretdinov
Alexander Gammerman
Criteria of Efficiency for Conformal Prediction.
23-39
2016
COPA
https://doi.org/10.1007/978-3-319-33395-3_2
https://www.wikidata.org/entity/Q62046633
conf/copa/2016
db/conf/copa/copa2016.html#VovkFNG16
Vladimir Vovk
Dusko Pavlovic
Universal Probability-Free Conformal Prediction.
40-47
2016
COPA
https://doi.org/10.1007/978-3-319-33395-3_3
https://www.wikidata.org/entity/Q62046635
conf/copa/2016
db/conf/copa/copa2016.html#VovkP16
Alexander Gammerman
Zhiyuan Luo 0001
Jesús Vega
Vladimir Vovk
Conformal and Probabilistic Prediction with Applications - 5th International Symposium, COPA 2016, Madrid, Spain, April 20-22, 2016, Proceedings
COPA
Springer
2016
Lecture Notes in Computer Science
9653
978-3-319-33394-6
https://doi.org/10.1007/978-3-319-33395-3
https://www.wikidata.org/entity/Q62046631
db/conf/copa/copa2016.html
Vladimir Vovk
Dusko Pavlovic
Universal probability-free conformal prediction.
2016
abs/1603.04283
CoRR
http://arxiv.org/abs/1603.04283
db/journals/corr/corr1603.html#VovkP16
Vladimir Vovk
Valentina Fedorova
Ilia Nouretdinov
Alex Gammerman
Criteria of efficiency for conformal prediction.
2016
abs/1603.04416
CoRR
http://arxiv.org/abs/1603.04416
db/journals/corr/corr1603.html#VovkFNG16
Harris Papadopoulos
Vladimir Vovk
Alexander Gammerman
Guest editors' preface to the special issue on conformal prediction and its applications.
1-7
2015
74
Ann. Math. Artif. Intell.
1-2
https://doi.org/10.1007/s10472-014-9429-3
https://www.wikidata.org/entity/Q62046641
db/journals/amai/amai74.html#PapadopoulosVG15
Vladimir Vovk
Cross-conformal predictors.
9-28
2015
74
Ann. Math. Artif. Intell.
1-2
https://doi.org/10.1007/s10472-013-9368-4
https://www.wikidata.org/entity/Q62046640
db/journals/amai/amai74.html#Vovk15
Ilia Nouretdinov
Dmitry Devetyarov
Volodya Vovk
Brian Burford
Stephane Camuzeaux
Aleksandra Gentry-Maharaj
Ali Tiss
Celia J. Smith
Zhiyuan Luo 0001
Alexey Ya. Chervonenkis
Rachel Hallett
Mike Waterfield
Rainer Cramer
John F. Timms
Ian Jacobs
Usha Menon
Alex Gammerman
Multiprobabilistic prediction in early medical diagnoses.
203-222
2015
74
Ann. Math. Artif. Intell.
1-2
https://doi.org/10.1007/s10472-013-9367-5
https://www.wikidata.org/entity/Q61778994
db/journals/amai/amai74.html#NouretdinovDVBC15
Vladimir Vovk
Transductive Conformal Prediction.
2015
24
Int. J. Artif. Intell. Tools
6
https://doi.org/10.1142/S0218213015600015
https://www.wikidata.org/entity/Q62046651
db/journals/ijait/ijait24.html#Vovk15
1560001:1-1560001:21
Valentina Fedorova
Alex Gammerman
Ilia Nouretdinov
Vladimir Vovk
Hypergraphical Conformal Predictors.
2015
24
Int. J. Artif. Intell. Tools
6
https://doi.org/10.1142/S0218213015600039
https://www.wikidata.org/entity/Q62046643
db/journals/ijait/ijait24.html#FedorovaGNV15
1560003:1-1560003:24
Alex Gammerman
Vladimir Vovk
Preface to this special issue.
1677-1681
2015
16
J. Mach. Learn. Res.
https://dl.acm.org/doi/10.5555/2789272.2886803
db/journals/jmlr/jmlr16.html#GammermanV15
Alex Gammerman
Vladimir Vovk
Alexey Chervonenkis's bibliography: introductory comments.
2051-2066
2015
16
J. Mach. Learn. Res.
https://dl.acm.org/doi/10.5555/2789272.2886815
db/journals/jmlr/jmlr16.html#GammermanV15a
Alex Gammerman
Vladimir Vovk
Alexey Chervonenkis's bibliography.
2067-2080
2015
16
J. Mach. Learn. Res.
https://dl.acm.org/doi/10.5555/2789272.2886816
db/journals/jmlr/jmlr16.html#GammermanV15b
Vladimir Vovk
The Fundamental Nature of the Log Loss Function.
307-318
2015
Fields of Logic and Computation II
https://doi.org/10.1007/978-3-319-23534-9_20
https://www.wikidata.org/entity/Q62046649
conf/birthday/2015gurevich
db/conf/birthday/gurevich2015.html#Vovk15
Vladimir Vovk
Ivan Petej
Valentina Fedorova
Large-scale probabilistic predictors with and without guarantees of validity.
892-900
2015
NIPS
https://proceedings.neurips.cc/paper/2015/hash/a9a1d5317a33ae8cef33961c34144f84-Abstract.html
http://papers.nips.cc/paper/5805-large-scale-probabilistic-predictors-with-and-without-guarantees-of-validity
conf/nips/2015
db/conf/nips/nips2015.html#VovkPF15
Alexander Gammerman
Vladimir Vovk
Harris Papadopoulos
Statistical Learning and Data Sciences - Third International Symposium, SLDS 2015, Egham, UK, April 20-23, 2015, Proceedings
SLDS
Springer
2015
Lecture Notes in Computer Science
9047
978-3-319-17090-9
https://doi.org/10.1007/978-3-319-17091-6
https://www.wikidata.org/entity/Q62674173
db/conf/slds/slds2015.html
Vladimir Vovk
The fundamental nature of the log loss function.
2015
abs/1502.06254
CoRR
http://arxiv.org/abs/1502.06254
db/journals/corr/corr1502.html#Vovk15
Vladimir Vovk
Ivan Petej
Valentina Fedorova
Large-scale probabilistic predictors with and without guarantees of validity.
2015
abs/1511.00213
CoRR
http://arxiv.org/abs/1511.00213
db/journals/corr/corr1511.html#VovkPF15
Yong Zhang 0038
Vladimir Vovk
Weiguo Zhang 0002
Probability-free solutions to the non-stationary newsvendor problem.
433-449
2014
223
Ann. Oper. Res.
1
https://doi.org/10.1007/s10479-014-1620-8
https://www.wikidata.org/entity/Q62046664
db/journals/anor/anor223.html#ZhangVZ14
Yuri Kalnishkan
Michael V. Vyugin
Vladimir Vovk
Generalised entropies and asymptotic complexities of languages.
101-141
2014
237
Inf. Comput.
https://doi.org/10.1016/j.ic.2014.01.001
https://www.wikidata.org/entity/Q62046662
db/journals/iandc/iandc237.html#KalnishkanVV14
Wouter M. Koolen
Vladimir Vovk
Buy low, sell high.
144-158
2014
558
Theor. Comput. Sci.
https://doi.org/10.1016/j.tcs.2014.09.030
https://www.wikidata.org/entity/Q62046655
db/journals/tcs/tcs558.html#KoolenV14
Evgeny Burnaev
Vladimir Vovk
Efficiency of conformalized ridge regression.
605-622
2014
COLT
http://proceedings.mlr.press/v35/burnaev14.html
conf/colt/2014
db/conf/colt/colt2014.html#BurnaevV14
Vladimir Vovk
Ivan Petej
Valentina Fedorova
From Conformal to Probabilistic Prediction.
221-230
2014
AIAI Workshops
https://doi.org/10.1007/978-3-662-44722-2_24
conf/ifip12/2014aiaiw
db/conf/ifip12/aiai2014w.html#VovkPF14
Vladimir Vovk
Ivan Petej
Venn-Abers Predictors.
829-838
2014
UAI
https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=2519&proceeding_id=30
conf/uai/2014
db/conf/uai/uai2014.html#VovkP14
Harris Papadopoulos
Vladimir Vovk
Alex Gammerman
Regression Conformal Prediction with Nearest Neighbours.
2014
abs/1401.3880
CoRR
http://arxiv.org/abs/1401.3880
db/journals/corr/corr1401.html#PapadopoulosVG14
Evgeny Burnaev
Vladimir Vovk
Efficiency of conformalized ridge regression.
2014
abs/1404.2083
CoRR
http://arxiv.org/abs/1404.2083
db/journals/corr/corr1404.html#BurnaevV14
Vladimir Vovk
Ivan Petej
Valentina Fedorova
From conformal to probabilistic prediction.
2014
abs/1406.5600
CoRR
http://arxiv.org/abs/1406.5600
db/journals/corr/corr1406.html#VovkPF14
Alexey V. Chernov
Vladimir Vovk
Prediction with Advice of Unknown Number of Experts.
2014
abs/1408.2040
CoRR
http://arxiv.org/abs/1408.2040
db/journals/corr/corr1408.html#ChernovV14
Vladimir Vovk
Conditional validity of inductive conformal predictors.
349-376
2013
92
Mach. Learn.
2-3
https://doi.org/10.1007/s10994-013-5355-6
https://www.wikidata.org/entity/Q62046668
db/journals/ml/ml92.html#Vovk13
Marcus Hutter
Frank Stephan 0001
Vladimir Vovk
Thomas Zeugmann
Guest Editors' foreword.
1-3
2013
473
Theor. Comput. Sci.
https://doi.org/10.1016/j.tcs.2012.10.007
https://www.wikidata.org/entity/Q58012246
db/journals/tcs/tcs473.html#HutterSVZ13
Vladimir Vovk
Kernel Ridge Regression.
105-116
2013
Empirical Inference
https://doi.org/10.1007/978-3-642-41136-6_11
https://www.wikidata.org/entity/Q62046672
conf/birthday/2013vapnik
db/conf/birthday/vapnik2013.html#Vovk13
Valentina Fedorova
Alex Gammerman
Ilia Nouretdinov
Vladimir Vovk
Conformal Prediction under Hypergraphical Models.
27-34
2013
ICCSW
https://doi.org/10.4230/OASIcs.ICCSW.2013.27
conf/iccsw/2013
db/conf/iccsw/iccsw2013.html#FedorovaGNV13
Vladimir Vovk
Transductive conformal predictors.
348-360
2013
AIAI
https://doi.org/10.1007/978-3-642-41142-7_36
https://www.wikidata.org/entity/Q62046677
conf/ifip12/2013aiai
db/conf/ifip12/aiai2013.html#Vovk13
Valentina Fedorova
Alex Gammerman
Ilia Nouretdinov
Vladimir Vovk
Conformal Prediction under Hypergraphical Models.
371-383
2013
AIAI
https://doi.org/10.1007/978-3-642-41142-7_38
https://www.wikidata.org/entity/Q62046670
conf/ifip12/2013aiai
db/conf/ifip12/aiai2013.html#FedorovaGNV13
Bernhard Schölkopf
Zhiyuan Luo 0001
Vladimir Vovk
Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik
Empirical Inference
2013
Springer
https://doi.org/10.1007/978-3-642-41136-6
https://www.wikidata.org/entity/Q62046674
978-3-642-41135-9
db/conf/birthday/vapnik2013.html
Alex Gammerman
Volodya Vovk
Vladimir Vapnik
Learning by Transduction
http://arxiv.org/abs/1301.7375
2013
CoRR
abs/1301.7375
db/journals/corr/corr1301.html#abs-1301-7375
Vladimir Vovk
Kolmogorov's strong law of large numbers in game-theoretic probability: Reality's side
http://arxiv.org/abs/1304.1074
2013
CoRR
abs/1304.1074
db/journals/corr/corr1304.html#abs-1304-1074
Vladimir Vovk
Continuous-time trading and the emergence of probability.
561-609
2012
16
Finance Stochastics
4
https://doi.org/10.1007/s00780-012-0180-5
https://www.wikidata.org/entity/Q62046685
db/journals/fs/fs16.html#Vovk12
Dmitry Devetyarov
Ilia Nouretdinov
Brian Burford
Stephane Camuzeaux
Aleksandra Gentry-Maharaj
Ali Tiss
Celia J. Smith
Zhiyuan Luo 0001
Alexey Ya. Chervonenkis
Rachel Hallett
Volodya Vovk
Mike Waterfield
Rainer Cramer
John Timms
John Sinclair
Usha Menon
Ian Jacobs
Alex Gammerman
Conformal predictors in early diagnostics of ovarian and breast cancers.
245-257
2012
1
Prog. Artif. Intell.
3
https://doi.org/10.1007/s13748-012-0021-y
https://www.wikidata.org/entity/Q59197801
db/journals/pai/pai1.html#DevetyarovNBCGTSLCHVWCTSMJG12
Dmitry Adamskiy
Wouter M. Koolen
Alexey V. Chernov
Vladimir Vovk
A Closer Look at Adaptive Regret.
290-304
2012
ALT
https://doi.org/10.1007/978-3-642-34106-9_24
https://www.wikidata.org/entity/Q62046680
conf/alt/2012
db/conf/alt/alt2012.html#AdamskiyKCV12
Wouter M. Koolen
Vladimir Vovk
Buy Low, Sell High.
335-349
2012
ALT
https://doi.org/10.1007/978-3-642-34106-9_27
https://www.wikidata.org/entity/Q62046683
conf/alt/2012
db/conf/alt/alt2012.html#KoolenV12
Valentina Fedorova
Alex Gammerman
Ilia Nouretdinov
Volodya Vovk
Plug-in martingales for testing exchangeability on-line.
2012
ICML
http://icml.cc/2012/papers/808.pdf
conf/icml/2012
db/conf/icml/icml2012.html#FedorovaGNV12
Ilia Nouretdinov
Dmitry Devetyarov
Brian Burford
Stephane Camuzeaux
Aleksandra Gentry-Maharaj
Ali Tiss
Celia J. Smith
Zhiyuan Luo 0001
Alexey Ya. Chervonenkis
Rachel Hallett
Volodya Vovk
Mike Waterfield
Rainer Cramer
John Timms
Ian Jacobs
Usha Menon
Alexander Gammerman
Multiprobabilistic Venn Predictors with Logistic Regression.
224-233
2012
AIAI (2)
https://doi.org/10.1007/978-3-642-33412-2_23
https://www.wikidata.org/entity/Q61779000
conf/ifip12/2012aiai-2
db/conf/ifip12/aiai2012-2.html#NouretdinovDBCGTSLCHVWCTJMG12
Vladimir Vovk
Conditional validity of inductive conformal predictors.
475-490
ACML
2012
conf/acml/2012
http://proceedings.mlr.press/v25/vovk12.html
db/journals/jmlr/jmlrp25.html#Vovk12
Valentina Fedorova
Alex Gammerman
Ilia Nouretdinov
Vladimir Vovk
Plug-in martingales for testing exchangeability on-line
http://arxiv.org/abs/1204.3251
2012
CoRR
abs/1204.3251
db/journals/corr/corr1204.html#abs-1204-3251
Alex Gammerman
Yuri Kalnishkan
Vladimir Vovk
On-line Prediction with Kernels and the Complexity Approximation Principle
http://arxiv.org/abs/1207.4113
2012
CoRR
abs/1207.4113
db/journals/corr/corr1207.html#abs-1207-4113
Vladimir Vovk
Cross-conformal predictors
http://arxiv.org/abs/1208.0806
2012
CoRR
abs/1208.0806
db/journals/corr/corr1208.html#abs-1208-0806
Vladimir Vovk
Conditional validity of inductive conformal predictors
http://arxiv.org/abs/1209.2673
2012
CoRR
abs/1209.2673
db/journals/corr/corr1209.html#abs-1209-2673
Vladimir Vovk
Venn predictors and isotonic regression
http://arxiv.org/abs/1211.0025
2012
CoRR
abs/1211.0025
db/journals/corr/corr1211.html#abs-1211-0025
Harris Papadopoulos
Vladimir Vovk
Alex Gammerman
Regression Conformal Prediction with Nearest Neighbours.
815-840
2011
40
J. Artif. Intell. Res.
https://doi.org/10.1613/jair.3198
https://www.wikidata.org/entity/Q62046690
db/journals/jair/jair40.html#PapadopoulosVG11
Ilia Nouretdinov
Sergi G. Costafreda
Alexander Gammerman
Alexey Ya. Chervonenkis
Vladimir Vovk
Vladimir Vapnik
Cynthia H. Y. Fu
Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression.
809-813
2011
56
NeuroImage
2
https://doi.org/10.1016/j.neuroimage.2010.05.023
https://www.wikidata.org/entity/Q45962941
db/journals/neuroimage/neuroimage56.html#NouretdinovCGCVVF11
Glenn Shafer
Vladimir Vovk
Roman Chychyla
How to Base Probability Theory on Perfect-Information Games.
115-148
2010
100
Bull. EATCS
db/journals/eatcs/eatcs100.html#ShaferVC10
Alex Gammerman
Vladimir Vovk
Prédictions contrôlées en apprentissage automatique.
16-33
2010
42
Monde des Util. Anal. Données
http://editions-rnti.fr/?inprocid=1001781
db/journals/modulad/modulad42.html#GammermanV10
Tatsiana Levina
Yuri Levin
Jeff McGill
Mikhail Nediak
Vladimir Vovk
Weak aggregating algorithm for the distribution-free perishable inventory problem.
516-521
2010
38
Oper. Res. Lett.
6
https://doi.org/10.1016/j.orl.2010.09.006
https://www.wikidata.org/entity/Q62046702
db/journals/orl/orl38.html#LevinaLMNV10
Vladimir Vovk
Alexander Shen
Prequential randomness and probability.
2632-2646
2010
411
Theor. Comput. Sci.
29-30
https://doi.org/10.1016/j.tcs.2010.04.002
https://www.wikidata.org/entity/Q57349632
db/journals/tcs/tcs411.html#VovkS10
Alexey V. Chernov
Yuri Kalnishkan
Fedor Zhdanov
Vladimir Vovk
Supermartingales in prediction with expert advice.
2647-2669
2010
411
Theor. Comput. Sci.
29-30
https://doi.org/10.1016/j.tcs.2010.04.003
https://www.wikidata.org/entity/Q62046699
db/journals/tcs/tcs411.html#ChernovKZV10
Marcus Hutter
Frank Stephan 0001
Vladimir Vovk
Thomas Zeugmann
Editors' Introduction.
1-10
2010
ALT
https://doi.org/10.1007/978-3-642-16108-7_1
https://www.wikidata.org/entity/Q58012307
conf/alt/2010
db/conf/alt/alt2010.html#HutterSVZ10
Fedor Zhdanov
Vladimir Vovk
Competitive Online Generalized Linear Regression under Square Loss.
531-546
2010
ECML/PKDD (3)
https://doi.org/10.1007/978-3-642-15939-8_34
https://www.wikidata.org/entity/Q62046696
conf/pkdd/2010-3
db/conf/pkdd/pkdd2010-3.html#ZhdanovV10
Alexey V. Chernov
Vladimir Vovk
Prediction with Advice of Unknown Number of Experts.
117-125
2010
UAI
https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=2137&proceeding_id=26
conf/uai/2010
db/conf/uai/uai2010.html#ChernovV10
Marcus Hutter
Frank Stephan 0001
Vladimir Vovk
Thomas Zeugmann
Algorithmic Learning Theory, 21st International Conference, ALT 2010, Canberra, Australia, October 6-8, 2010. Proceedings
https://doi.org/10.1007/978-3-642-16108-7
https://www.wikidata.org/entity/Q58012302
6331
2010
978-3-642-16107-0
ALT
Lecture Notes in Computer Science
Springer
db/conf/alt/alt2010.html
Alexey V. Chernov
Yuri Kalnishkan
Fedor Zhdanov
Vladimir Vovk
Supermartingales in Prediction with Expert Advice
http://arxiv.org/abs/1003.2218
2010
CoRR
abs/1003.2218
db/journals/corr/corr1003.html#abs-1003-2218
Alexey V. Chernov
Vladimir Vovk
Prediction with Advice of Unknown Number of Experts
http://arxiv.org/abs/1006.0475
2010
CoRR
abs/1006.0475
db/journals/corr/corr1006.html#abs-1006-0475
Alex Gammerman
Volodya Vovk
Brian Burford
Ilia Nouretdinov
Zhiyuan Luo 0001
Alexey Ya. Chervonenkis
Mike Waterfield
Rainer Cramer
Paul Tempst
Josep Villanueva
Musarat Kabir
Stephane Camuzeaux
John Timms
Usha Menon
Ian Jacobs
Serum Proteomic Abnormality Predating Screen Detection of Ovarian Cancer.
326-333
2009
52
Comput. J.
3
https://doi.org/10.1093/comjnl/bxn021
https://www.wikidata.org/entity/Q61779008
db/journals/cj/cj52.html#GammermanVBNLCWCTVKCTMJ09
Vladimir Vovk
Fedor Zhdanov
Prediction With Expert Advice For The Brier Game.
2445-2471
2009
10
J. Mach. Learn. Res.
https://dl.acm.org/doi/10.5555/1577069.1755868
db/journals/jmlr/jmlr10.html#VovkZ09
Fedor Zhdanov
Vladimir Vovk
Brian Burford
Dmitry Devetyarov
Ilia Nouretdinov
Alex Gammerman
Online Prediction of Ovarian Cancer.
375-379
2009
AIME
https://doi.org/10.1007/978-3-642-02976-9_52
https://www.wikidata.org/entity/Q62046711
conf/aime/2009
db/conf/aime/aime2009.html#ZhdanovVBDNG09
Alexey V. Chernov
Vladimir Vovk
Prediction with Expert Evaluators' Advice.
8-22
2009
ALT
https://doi.org/10.1007/978-3-642-04414-4_6
https://www.wikidata.org/entity/Q62046713
conf/alt/2009
db/conf/alt/alt2009.html#ChernovV09
Peter McCullagh
Vladimir Vovk
Ilia Nouretdinov
Dmitry Devetyarov
Alex Gammerman
Conditional Prediction Intervals for Linear Regression.
131-138
2009
ICMLA
https://doi.org/10.1109/ICMLA.2009.115
https://doi.ieeecomputersociety.org/10.1109/ICMLA.2009.115
https://www.wikidata.org/entity/Q62046704
conf/icmla/2009
db/conf/icmla/icmla2009.html#McCullaghVNDG09
Harris Papadopoulos
Alex Gammerman
Volodya Vovk
Confidence Predictions for the Diagnosis of Acute Abdominal Pain.
175-184
2009
AIAI
https://doi.org/10.1007/978-1-4419-0221-4_22
https://www.wikidata.org/entity/Q62666513
conf/ifip12/2009aiai
db/conf/ifip12/aiai2009.html#PapadopoulosGV09
Alexey V. Chernov
Vladimir Vovk
Prediction with expert evaluators' advice
http://arxiv.org/abs/0902.4127
2009
CoRR
abs/0902.4127
db/journals/corr/corr0902.html#abs-0902-4127
Fedor Zhdanov
Vladimir Vovk
Brian Burford
Dmitry Devetyarov
Ilia Nouretdinov
Alex Gammerman
Online prediction of ovarian cancer
http://arxiv.org/abs/0904.1579
2009
CoRR
abs/0904.1579
db/journals/corr/corr0904.html#abs-0904-1579
Fedor Zhdanov
Vladimir Vovk
Competing with Gaussian linear experts
http://arxiv.org/abs/0910.4683
2009
CoRR
abs/0910.4683
db/journals/corr/corr0910.html#abs-0910-4683
Vladimir Vovk
Glenn Shafer
The game-theoretic capital asset pricing model.
175-197
2008
49
Int. J. Approx. Reason.
1
https://doi.org/10.1016/j.ijar.2007.03.015
https://www.wikidata.org/entity/Q62046721
db/journals/ijar/ijar49.html#VovkS08
Glenn Shafer
Vladimir Vovk
A Tutorial on Conformal Prediction.
371-421
2008
9
J. Mach. Learn. Res.
https://dl.acm.org/doi/10.5555/1390681.1390693
db/journals/jmlr/jmlr9.html#ShaferV08
Vladimir Vovk
Leading strategies in competitive on-line prediction.
285-296
2008
405
Theor. Comput. Sci.
3
https://doi.org/10.1016/j.tcs.2008.06.040
https://www.wikidata.org/entity/Q62046717
db/journals/tcs/tcs405.html#Vovk08
Alexey V. Chernov
Alexander Shen
Nikolai K. Vereshchagin
Vladimir Vovk
On-Line Probability, Complexity and Randomness.
138-153
2008
ALT
https://doi.org/10.1007/978-3-540-87987-9_15
https://www.wikidata.org/entity/Q57349727
conf/alt/2008
db/conf/alt/alt2008.html#ChernovSVV08
Vladimir Vovk
Alexander Shen
Prequential Randomness.
154-168
2008
ALT
https://doi.org/10.1007/978-3-540-87987-9_16
https://www.wikidata.org/entity/Q57349741
conf/alt/2008
db/conf/alt/alt2008.html#VovkS08
Alexey V. Chernov
Yuri Kalnishkan
Fedor Zhdanov
Vladimir Vovk
Supermartingales in Prediction with Expert Advice.
199-213
2008
ALT
https://doi.org/10.1007/978-3-540-87987-9_19
https://www.wikidata.org/entity/Q62046719
conf/alt/2008
db/conf/alt/alt2008.html#ChernovKZV08
Vladimir Vovk
Fedor Zhdanov
Prediction with expert advice for the Brier game.
1104-1111
2008
ICML
https://doi.org/10.1145/1390156.1390295
conf/icml/2008
db/conf/icml/icml2008.html#VovkZ08
Alexander Gammerman
Vladimir Vovk
Hedging Predictions in Machine Learning: The Second Computer Journal Lecture.
151-163
2007
50
Comput. J.
2
https://doi.org/10.1093/comjnl/bxl065
https://www.wikidata.org/entity/Q62046725
db/journals/cj/cj50.html#GammermanV07
Alexander Gammerman
Vladimir Vovk
Rejoinder Hedging Predictions in Machine Learning.
173-177
2007
50
Comput. J.
2
https://doi.org/10.1093/comjnl/bxl075
https://www.wikidata.org/entity/Q62046729
db/journals/cj/cj50.html#GammermanV07a
Vladimir Vovk
Competing with wild prediction rules.
193-212
2007
69
Mach. Learn.
2-3
https://doi.org/10.1007/s10994-007-5021-y
https://www.wikidata.org/entity/Q62046723
db/journals/ml/ml69.html#Vovk07
Vladimir Vovk
Non-asymptotic calibration and resolution.
77-89
2007
387
Theor. Comput. Sci.
1
https://doi.org/10.1016/j.tcs.2007.07.026
https://www.wikidata.org/entity/Q62046727
db/journals/tcs/tcs387.html#Vovk07
Yuri Kalnishkan
Vladimir Vovk
Michael V. Vyugin
Generalised Entropy and Asymptotic Complexities of Languages.
293-307
2007
conf/colt/2007
COLT
https://doi.org/10.1007/978-3-540-72927-3_22
db/conf/colt/colt2007.html#KalnishkanVV07
Vladimir Vovk
Competing with Stationary Prediction Strategies.
439-453
2007
conf/colt/2007
COLT
https://doi.org/10.1007/978-3-540-72927-3_32
db/conf/colt/colt2007.html#Vovk07
Harris Papadopoulos
Volodya Vovk
Alex Gammerman
Conformal Prediction with Neural Networks.
388-395
2007
conf/ictai/2007-2
ICTAI (2)
https://doi.org/10.1109/ICTAI.2007.47
https://doi.ieeecomputersociety.org/10.1109/ICTAI.2007.47
https://www.wikidata.org/entity/Q62666520
db/conf/ictai/ictai2007-2.html#PapadopoulosVG07
Glenn Shafer
Vladimir Vovk
A tutorial on conformal prediction
http://arxiv.org/abs/0706.3188
2007
CoRR
abs/0706.3188
db/journals/corr/corr0706.html#abs-0706-3188
Vladimir Vovk
Defensive forecasting for optimal prediction with expert advice
http://arxiv.org/abs/0708.1503
2007
CoRR
abs/0708.1503
db/journals/corr/corr0708.html#abs-0708-1503
Vladimir Vovk
Continuous and randomized defensive forecasting: unified view
http://arxiv.org/abs/0708.2353
2007
CoRR
abs/0708.2353
db/journals/corr/corr0708.html#abs-0708-2353
Vladimir Vovk
Prediction with expert advice for the Brier game
http://arxiv.org/abs/0710.0485
2007
CoRR
abs/0710.0485
db/journals/corr/corr0710.html#abs-0710-0485
Ilia Nouretdinov
Vladimir Vovk
Criterion of calibration for transductive confidence machine with limited feedback.
3-9
2006
364
Theor. Comput. Sci.
1
https://doi.org/10.1016/j.tcs.2006.07.037
https://www.wikidata.org/entity/Q62046732
db/journals/tcs/tcs364.html#NouretdinovV06
Vladimir Vovk
Well-calibrated predictions from on-line compression models.
10-26
2006
364
Theor. Comput. Sci.
1
https://doi.org/10.1016/j.tcs.2006.07.038
https://www.wikidata.org/entity/Q62046736
db/journals/tcs/tcs364.html#Vovk06
Vladimir Vovk
Leading Strategies in Competitive On-Line Prediction.
214-228
2006
conf/alt/2006
ALT
https://doi.org/10.1007/11894841_19
db/conf/alt/alt2006.html#Vovk06
Vladimir Vovk
Predictions as Statements and Decisions.
4
2006
conf/colt/2006
COLT
https://doi.org/10.1007/11776420_3
db/conf/colt/colt2006.html#Vovk06
Vladimir Vovk
Competing with Wild Prediction Rules.
559-573
2006
conf/colt/2006
COLT
https://doi.org/10.1007/11776420_41
db/conf/colt/colt2006.html#Vovk06a
Vladimir Vovk
On-Line Regression Competitive with Reproducing Kernel Hilbert Spaces.
452-463
2006
conf/tamc/2006
TAMC
https://doi.org/10.1007/11750321_43
db/conf/tamc/tamc2006.html#Vovk06
Vladimir Vovk
Predictions as statements and decisions
http://arxiv.org/abs/cs/0606093
2006
CoRR
abs/cs/0606093
db/journals/corr/corr0606.html#abs-cs-0606093
Vladimir Vovk
Competing with stationary prediction strategies
http://arxiv.org/abs/cs/0607067
2006
CoRR
abs/cs/0607067
db/journals/corr/corr0607.html#abs-cs-0607067
Vladimir Vovk
Leading strategies in competitive on-line prediction
http://arxiv.org/abs/cs/0607134
2006
CoRR
abs/cs/0607134
db/journals/corr/corr0607.html#abs-cs-0607134
Vladimir Vovk
Competing with Markov prediction strategies
http://arxiv.org/abs/cs/0607136
2006
CoRR
abs/cs/0607136
db/journals/corr/corr0607.html#abs-cs-0607136
Vladimir Vovk
Metric entropy in competitive on-line prediction
http://arxiv.org/abs/cs/0609045
2006
CoRR
abs/cs/0609045
db/journals/corr/corr0609.html#abs-cs-0609045
Alexander Gammerman
Vladimir Vovk
Hedging predictions in machine learning
http://arxiv.org/abs/cs/0611011
2006
CoRR
abs/cs/0611011
db/journals/corr/corr0611.html#abs-cs-0611011
Yuri Kalnishkan
Vladimir Vovk
Michael V. Vyugin
How many strings are easy to predict?
55-71
2005
201
Inf. Comput.
1
https://doi.org/10.1016/j.ic.2005.04.001
https://www.wikidata.org/entity/Q62046746
db/journals/iandc/iandc201.html#KalnishkanVV05
Vladimir Vovk
Akimichi Takemura
Glenn Shafer
Defensive Forecasting.
2005
AISTATS
http://www.gatsby.ucl.ac.uk/aistats/fullpapers/224.pdf
conf/aistats/2005
db/conf/aistats/aistats2005.html#VovkTS05
Vladimir Vovk
Non-asymptotic Calibration and Resolution.
429-443
2005
conf/alt/2005
ALT
https://doi.org/10.1007/11564089_33
https://www.wikidata.org/entity/Q62046748
db/conf/alt/alt2005.html#Vovk05
Vladimir Vovk
Defensive Prediction with Expert Advice.
444-458
2005
conf/alt/2005
ALT
https://doi.org/10.1007/11564089_34
https://www.wikidata.org/entity/Q62046742
db/conf/alt/alt2005.html#Vovk05a
Vladimir Vovk
Ilia Nouretdinov
Akimichi Takemura
Glenn Shafer
Defensive Forecasting for Linear Protocols.
459-473
2005
conf/alt/2005
ALT
https://doi.org/10.1007/11564089_35
https://www.wikidata.org/entity/Q62046740
db/conf/alt/alt2005.html#VovkNTS05
Vladimir Vovk
Akimichi Takemura
Glenn Shafer
Defensive forecasting
http://arxiv.org/abs/cs/0505083
2005
CoRR
abs/cs/0505083
db/journals/corr/corr0505.html#abs-cs-0505083
Vladimir Vovk
Non-asymptotic calibration and resolution
http://arxiv.org/abs/cs/0506004
2005
CoRR
abs/cs/0506004
db/journals/corr/corr0506.html#abs-cs-0506004
Vladimir Vovk
Ilia Nouretdinov
Akimichi Takemura
Glenn Shafer
Defensive forecasting for linear protocols
http://arxiv.org/abs/cs/0506007
2005
CoRR
abs/cs/0506007
db/journals/corr/corr0506.html#abs-cs-0506007
Vladimir Vovk
Competitive on-line learning with a convex loss function
http://arxiv.org/abs/cs/0506041
2005
CoRR
abs/cs/0506041
db/journals/corr/corr0506.html#abs-cs-0506041
Vladimir Vovk
On-line regression competitive with reproducing kernel Hilbert spaces
http://arxiv.org/abs/cs/0511058
2005
CoRR
abs/cs/0511058
db/journals/corr/corr0511.html#abs-cs-0511058
Vladimir Vovk
Competing with wild prediction rules
http://arxiv.org/abs/cs/0512059
2005
CoRR
abs/cs/0512059
db/journals/corr/corr0512.html#abs-cs-0512059
Vladimir Vovk
A Universal Well-Calibrated Algorithm for On-line Classification.
575-604
2004
5
J. Mach. Learn. Res.
http://jmlr.org/papers/volume5/vovk04a/vovk04a.pdf
db/journals/jmlr/jmlr5.html#Vovk04
Yuri Kalnishkan
Volodya Vovk
Michael V. Vyugin
Loss functions, complexities, and the Legendre transformation.
195-207
2004
313
Theor. Comput. Sci.
2
https://doi.org/10.1016/j.tcs.2003.11.005
db/journals/tcs/tcs313.html#KalnishkanVV04
Yuri Kalnishkan
Vladimir Vovk
Michael V. Vyugin
A Criterion for the Existence of Predictive Complexity for Binary Games.
249-263
https://doi.org/10.1007/978-3-540-30215-5_20
2004
conf/alt/2004
ALT
db/conf/alt/alt2004.html#KalnishkanVV04
Alex Gammerman
Yuri Kalnishkan
Vladimir Vovk
On-line Prediction with Kernels and the Complexity Approximation Principle.
170-176
2004
conf/uai/2004
UAI
https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=1104&proceeding_id=20
db/conf/uai/uai2004.html#GammermanKV04
V. G. Vovk
Glenn R. Shafer
Kolmogorov's Contributions to the Foundations of Probability.
21-31
2003
39
Probl. Inf. Transm.
1
https://doi.org/10.1023/A%3A1023674330295
db/journals/poit/poit39.html#VovkS03
Ilia Nouretdinov
Vladimir Vovk
Criterion of Calibration for Transductive Confidence Machine with Limited Feedback.
259-267
https://doi.org/10.1007/978-3-540-39624-6_21
2003
conf/alt/2003
ALT
db/conf/alt/alt2003.html#NouretdinovV03
Vladimir Vovk
Well-Calibrated Predictions from Online Compression Models.
268-282
https://doi.org/10.1007/978-3-540-39624-6_22
2003
conf/alt/2003
ALT
db/conf/alt/alt2003.html#Vovk03
Vladimir Vovk
Universal Well-Calibrated Algorithm for On-Line Classification.
358-372
https://doi.org/10.1007/978-3-540-45167-9_27
2003
conf/colt/2003
COLT
db/conf/colt/colt2003.html#Vovk03
Yuri Kalnishkan
Vladimir Vovk
Michael V. Vyugin
How Many Strings Are Easy to Predict?
522-536
https://doi.org/10.1007/978-3-540-45167-9_38
2003
conf/colt/2003
COLT
db/conf/colt/colt2003.html#KalnishkanVV03
Vladimir Vovk
Ilia Nouretdinov
Alex Gammerman
Testing Exchangeability On-Line.
768-775
2003
conf/icml/2003
ICML
db/conf/icml/icml2003.html#VovkNG03
http://www.aaai.org/Library/ICML/2003/icml03-100.php
Vladimir Vovk
Glenn Shafer
Ilia Nouretdinov
Self-calibrating Probability Forecasting.
2003
conf/nips/2003
NIPS
https://proceedings.neurips.cc/paper/2003/hash/10c66082c124f8afe3df4886f5e516e0-Abstract.html
http://papers.nips.cc/paper/2462-self-calibrating-probability-forecasting
db/conf/nips/nips2003.html#VovkSN03
1133-1140
Alex Gammerman
Volodya Vovk
Prediction algorithms and confidence measures based on algorithmic randomness theory.
209-217
2002
287
Theor. Comput. Sci.
1
db/journals/tcs/tcs287.html#GammermanV02
https://doi.org/10.1016/S0304-3975(02)00100-7
https://www.wikidata.org/entity/Q62666528
Vladimir Vovk
Asymptotic Optimality of Transductive Confidence Machine.
336-350
2002
conf/alt/2002
ALT
https://doi.org/10.1007/3-540-36169-3_27
db/conf/alt/alt2002.html#Vovk02
Harris Papadopoulos
Kostas Proedrou
Volodya Vovk
Alex Gammerman
Inductive Confidence Machines for Regression.
345-356
2002
conf/ecml/2002
ECML
https://doi.org/10.1007/3-540-36755-1_29
https://www.wikidata.org/entity/Q62674234
db/conf/ecml/ecml2002.html#PapadopoulosPVG02
Kostas Proedrou
Ilia Nouretdinov
Volodya Vovk
Alex Gammerman
Transductive Confidence Machines for Pattern Recognition.
381-390
2002
conf/ecml/2002
ECML
https://doi.org/10.1007/3-540-36755-1_32
db/conf/ecml/ecml2002.html#ProedrouNVG02
Vladimir Vovk
On-Line Confidence Machines Are Well-Calibrated.
187-196
2002
conf/focs/2002
FOCS
https://doi.org/10.1109/SFCS.2002.1181895
https://doi.ieeecomputersociety.org/10.1109/SFCS.2002.1181895
db/conf/focs/focs2002.html#Vovk02
Harris Papadopoulos
Vladimir Vovk
Alex Gammerman
Qualified Prediction for Large Data Sets in the Case of Pattern Recognition.
159-163
2002
conf/icmla/2002
ICMLA
db/conf/icmla/icmla2002.html#PapadopoulosVG02
Harris Papadopoulos
Kostas Proedrou
Volodya Vovk
Alex Gammerman
Inductive Confidence Machines for Regression.
2002
AI&M
http://rutcor.rutgers.edu/~amai/aimath02/PAPERS/23.ps
conf/isaim/2002
db/conf/isaim/isaim2002.html#PapadopoulosPVG02
Kostas Proedrou
Ilia Nouretdinov
Volodya Vovk
Alex Gammerman
Transductive Confidence Machines for Pattern Recognition.
2002
AI&M
http://rutcor.rutgers.edu/~amai/aimath02/PAPERS/24.ps
conf/isaim/2002
db/conf/isaim/isaim2002.html#ProedrouNVG02
V. G. Vovk
Probability theory for the Brier game.
57-79
2001
261
Theor. Comput. Sci.
1
db/journals/tcs/tcs261.html#Vovk01
https://doi.org/10.1016/S0304-3975(00)00133-X
Eiji Takimoto
Akira Maruoka
Volodya Vovk
Predicting nearly as well as the best pruning of a decision tree through dynamic programming scheme.
179-209
2001
261
Theor. Comput. Sci.
1
db/journals/tcs/tcs261.html#TakimotoMV01
https://doi.org/10.1016/S0304-3975(00)00138-9
Yuri Kalnishkan
Michael V. Vyugin
Volodya Vovk
Loss Functions, Complexities, and the Legendre Transformation.
181-189
2001
conf/alt/2001
ALT
https://doi.org/10.1007/3-540-45583-3_15
db/conf/alt/alt2001.html#KalnishkanVV01
Ilia Nouretdinov
Volodya Vovk
Michael V. Vyugin
Alex Gammerman
Pattern Recognition and Density Estimation under the General i.i.d. Assumption.
337-353
2001
conf/colt/2001
COLT/EuroCOLT
https://doi.org/10.1007/3-540-44581-1_22
db/conf/colt/colt2001.html#NouretdinovVVG01
Thomas Melluish
Craig Saunders
Ilia Nouretdinov
Volodya Vovk
Comparing the Bayes and Typicalness Frameworks.
360-371
2001
conf/ecml/2001
ECML
https://doi.org/10.1007/3-540-44795-4_31
db/conf/ecml/ecml2001.html#MelluishSNV01
Ilia Nouretdinov
Thomas Melluish
Volodya Vovk
Ridge Regression Confidence Machine.
385-392
2001
conf/icml/2001
ICML
db/conf/icml/icml2001.html#NouretdinovMV01
Craig Saunders
Alex Gammerman
Volodya Vovk
Computationally Efficient Transductive Machines.
325-333
https://doi.org/10.1007/3-540-40992-0_25
2000
conf/alt/2000
ALT
db/conf/alt/alt2000.html#SaundersGV00
Alexander Gammerman
Vladimir Vovk
Kolmogorov Complexity: Sources, Theory and Applications.
252-255
1999
42
Comput. J.
4
db/journals/cj/cj42.html#GammermanV99
https://doi.org/10.1093/comjnl/42.4.252
Vladimir Vovk
Alexander Gammerman
Complexity Approximation Principle.
318-322
1999
42
Comput. J.
4
db/journals/cj/cj42.html#VovkG99
https://doi.org/10.1093/comjnl/42.4.318
V. G. Vovk
Derandomizing Stochastic Prediction Strategies.
247-282
1999
35
Mach. Learn.
3
db/journals/ml/ml35.html#Vovk99
https://doi.org/10.1023/A:1007595032382
Volodya Vovk
Alexander Gammerman
Craig Saunders
Machine-Learning Applications of Algorithmic Randomness.
444-453
1999
conf/icml/1999
ICML
db/conf/icml/icml1999.html#VovkGS99
Craig Saunders
Alex Gammerman
Volodya Vovk
Transduction with Confidence and Credibility.
722-726
1999
conf/ijcai/99
IJCAI
db/conf/ijcai/ijcai99.html#SaundersGV99
http://ijcai.org/Proceedings/99-2/Papers/010.pdf
V. G. Vovk
A Game of Prediction with Expert Advice.
153-173
1998
56
J. Comput. Syst. Sci.
2
db/journals/jcss/jcss56.html#Vovk98
https://doi.org/10.1006/jcss.1997.1556
V. G. Vovk
Chris Watkins
Universal Portfolio Selection.
12-23
1998
conf/colt/1998
COLT
https://doi.org/10.1145/279943.279947
db/conf/colt/colt1998.html#VovkW98
Craig Saunders
Alexander Gammerman
Volodya Vovk
Ridge Regression Learning Algorithm in Dual Variables.
515-521
1998
conf/icml/1998
ICML
db/conf/icml/icml1998.html#SaundersGV98
Alexander Gammerman
Volodya Vovk
Vladimir Vapnik
Learning by Transduction.
148-155
1998
conf/uai/1998
UAI
https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=243&proceeding_id=14
db/conf/uai/uai1998.html#GammermanAV98
V. G. Vovk
Learning about the Parameter of the Bernoulli Model.
96-104
1997
55
J. Comput. Syst. Sci.
1
db/journals/jcss/jcss55.html#Vovk97
https://doi.org/10.1006/jcss.1997.1502
V. G. Vovk
Probability Theory for the Brier Game.
323-338
1997
conf/alt/1997
ALT
db/conf/alt/alt1997.html#Vovk97
https://doi.org/10.1007/3-540-63577-7_52
V. G. Vovk
Derandomizing Stochastic Prediction Strategies.
32-44
1997
conf/colt/1997
COLT
https://doi.org/10.1145/267460.267473
db/conf/colt/colt1997.html#Vovk97
Volodya Vovk
Competitive On-line Linear Regression.
1997
conf/nips/1997
NIPS
db/conf/nips/nips1997.html#Vovk97
http://papers.nips.cc/paper/1419-competitive-on-line-linear-regression
364-370
V. G. Vovk
Learning an Optimal Decision Strategy in an Influence Diagram with Latent Variables.
110-121
1996
conf/colt/1996
COLT
https://doi.org/10.1145/238061.238076
db/conf/colt/colt1996.html#Vovk96
V. G. Vovk
A Game of Prediction with Expert Advice.
51-60
1995
conf/colt/1995
COLT
https://doi.org/10.1145/225298.225304
db/conf/colt/colt1995.html#Vovk95
V. G. Vovk
Minimum description length estimators under the optimal coding scheme.
237-251
1995
conf/eurocolt/1995
EuroCOLT
db/conf/eurocolt/eurocolt1995.html#Vovk95
https://doi.org/10.1007/3-540-59119-2_181
V. G. Vovk
An Optimal-Control Application of Two Paradigms of On-Line Learning.
98-109
1994
conf/colt/1994
COLT
https://doi.org/10.1145/180139.181020
db/conf/colt/colt1994.html#Vovk94
Universal Forecasting Algorithms
V. G. Vovk
245-277
Inf. Comput.
February
1992
96
2
db/journals/iandc/iandc96.html#Vovk92
https://doi.org/10.1016/0890-5401(92)90050-P
V. G. Vovk
Aggregating Strategies.
371-386
1990
conf/colt/1990
COLT
http://dl.acm.org/citation.cfm?id=92672
db/conf/colt/colt1990.html#Vovk90
Dmitry Adamskiy
Chris Aldrich
John C. Aldrich
Anatoly V. AnisimovAnatoly Anisimov
Claus Bendtsen
Petro BidyukPeter Bidyuk
Yevgeniy V. Bodyanskiy
Henrik Boström
Sándor Bozóki
Brian Burford
Evgeny Burnaev
Stephane Camuzeaux
Lars Carlsson
Lorenzo Cavallaro
Alexey V. Chernov
Oleg Chertov
Giovanni Cherubin
Alexey Ya. Chervonenkis
Aldrich Chris
Marco Christini
Roman Chychyla
Nicolò Colombo
Sergi G. Costafreda
Rainer Cramer
Marco Cristani
Santanu Kumar Dash 0001
A. Philip Dawid
Thierry Denoeux
Amit Deo
Dmitry Devetyarov
Valentina Fedorova
Cynthia H. Y. Fu
Alex GammermanAlexander Gammerman
Aleksandra Gentry-Maharaj
Peter Grünwald
Yuri Gurevich
Rachel Hallett
Ernst Ahlberg HelgeeErnst Ahlberg
Karsten Henke
Roth Hubert
Leonid Hulianytskyi
Marcus Hutter
Ian Jacobs
Musarat Kabir
Yuri Kalnishkan
Wouter M. Koolen
Iurii Krak
Yuri Levin
Tatsiana Levina
Stan Lipovetsky
Zhiyuan Luo 0001
Frédéric Mallet
Mykola Malyar
Valery Manokhin
Oleksandr Marchenko
Krassimir Markov
Akira Maruoka
Peter McCullagh
Jeffrey I. McGillJeff McGill
Thomas Melluish
Usha Menon
Mikhail Nediak
Mykola S. NikitchenkoMykola Nikitchenko
Ilia Nouretdinov
Nataliya D. Pankratova
Harris Papadopoulos
Dusko Pavlovic
Ralf L. M. PeetersRalf Peeters
Andreas Pester
Ivan Petej
Kostas Proedrou
Aaditya Ramdas
Hubert Roth
Craig Saunders
Bernhard Schölkopf
Ivan Sergienko
Glenn ShaferGlenn R. Shafer
Alexander Shen
Jieli Shen
Prakash P. Shenoy
John Sinclair
Evgueni N. Smirnov
Celia J. Smith
Vitaliy Snytyuk
Mariya A. Sodenkamp
Frank Stephan 0001
Yurii Stoyan
Guillermo Suarez-Tangil
Akimichi Takemura
Eiji Takimoto
Hiroshi Tanaka
Paul Tempst
John TimmsJohn F. Timms
Ali Tiss
Paolo Toccaceli
Vitaliy Tsyganok
Vitaliy V. Tsyganok
Vladimir Vapnik
Jesús Vega
Nikolai K. Vereshchagin
Josep Villanueva
Denis Volkhonskiy
Oleksii Voloshyn
Michael V. Vyugin
Mike Waterfield
Chris Watkins
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