Vladimir Vovk

ORCID

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 49

Top Venues

CoRR

COPA

Ann. Math. Artif. Intell.

J. Mach. Learn. Res.

Publications

Vladimir Vovk
The power of forgetting in statistical hypothesis testing. COPA (2023)
Vladimir Vovk
Logic of subjective probability. CoRR (2023)
John C. Aldrich, A. Philip Dawid, Thierry Denoeux, Prakash P. Shenoy, Vladimir Vovk
Glenn Shafer - A short biography. Int. J. Approx. Reason. 141 (2022)
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. Int. J. Approx. Reason. 141 (2022)
Alexander Gammerman, Vladimir Vovk, Marco Cristani
Special Issue on Conformal and Probabilistic Prediction with Applications: Preface. Pattern Recognit. 126 (2022)
Vladimir Vovk, Ilia Nouretdinov, Alex Gammerman
Conformal testing: binary case with Markov alternatives. COPA (2022)
Aaditya Ramdas, Peter Grünwald, Vladimir Vovk, Glenn Shafer
Game-theoretic statistics and safe anytime-valid inference. CoRR (2022)
Vladimir Vovk
Universal predictive systems. Pattern Recognit. 126 (2022)
Vladimir Vovk
Enhancement of prediction algorithms by betting. CoRR (2021)
Vladimir Vovk, Ivan Petej, Alex J. Gammerman
Adaptive calibration for binary classification. CoRR (2021)
Vladimir Vovk, Ilia Nouretdinov, Alex J. Gammerman
Conformal testing: binary case with Markov alternatives. CoRR (2021)
Vladimir Vovk
Conformal testing in a binary model situation. COPA (2021)
Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alexander Gammerman
Retrain or not retrain: Conformal test martingales for change-point detection. CoRR (2021)
Vladimir Vovk
Conformal testing in a binary model situation. CoRR (2021)
Vladimir Vovk, Ivan Petej, Alex J. Gammerman
Protected probabilistic classification. COPA (2021)
Ilia Nouretdinov, Vladimir Vovk, Alex J. Gammerman
Conformal changepoint detection in continuous model situations. COPA (2021)
Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alex J. Gammerman
Retrain or not retrain: conformal test martingales for change-point detection. COPA (2021)
Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Valery Manokhin, Alexander Gammerman
Computationally efficient versions of conformal predictive distributions. Neurocomputing 397 (2020)
Vladimir Vovk, Ivan Petej, Paolo Toccaceli, Alexander Gammerman, Ernst Ahlberg, Lars Carlsson
Conformal calibrators. COPA (2020)
Vladimir Vovk
Testing for concept shift online. CoRR (2020)
Nicolò Colombo, Vladimir Vovk
Training conformal predictors. COPA (2020)
Vladimir Vovk
Cross-conformal e-prediction. CoRR (2020)
Nicolò Colombo, Vladimir Vovk
Training conformal predictors. CoRR (2020)
Alexander Gammerman, Vladimir Vovk, Zhiyuan Luo, Evgueni N. Smirnov, Ralf Peeters
Special Issue on Conformal and Probabilistic Prediction with Applications. Neurocomputing 397 (2020)
Vladimir Vovk
Non-Algorithmic Theory of Randomness. Fields of Logic and Computation III (2020)
Vladimir Vovk
Universally Consistent Conformal Predictive Distributions. COPA (2019)
Yuri Gurevich, Vladimir Vovk
Test statistics and p-values. COPA (2019)
Vladimir Vovk, Jieli Shen, Valery Manokhin, Min-ge Xie
Nonparametric predictive distributions based on conformal prediction. Mach. Learn. 108 (3) (2019)
Vladimir Vovk, Ivan Petej, Paolo Toccaceli, Alexander Gammerman
Conformal calibrators. CoRR (2019)
Vladimir Vovk
Power and limitations of conformal martingales. CoRR (2019)
Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Valery Manokhin, Alex J. Gammerman
Computationally efficient versions of conformal predictive distributions. CoRR (2019)
Alexander Gammerman, Vladimir Vovk, Henrik Boström, Lars Carlsson
Conformal and probabilistic prediction with applications: editorial. Mach. Learn. 108 (3) (2019)
Vladimir Vovk, Claus Bendtsen
Conformal predictive decision making. COPA (2018)
Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alexander Gammerman
Cross-conformal predictive distributions. COPA (2018)
Alexander Gammerman, Vladimir Vovk
Foreword to this special issue: conformal and probabilistic prediction with applications. Ann. Math. Artif. Intell. 81 (1-2) (2017)
Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex J. Gammerman
Conformal Predictive Distributions with Kernels. Braverman Readings in Machine Learning (2017)
Vladimir Vovk
The role of measurability in game-theoretic probability. Finance Stochastics 21 (3) (2017)
Vladimir Vovk, Ilia Nouretdinov, Valentina Fedorova, Ivan Petej, Alexander Gammerman
Criteria of efficiency for set-valued classification. Ann. Math. Artif. Intell. 81 (1-2) (2017)
Vladimir Vovk, Dusko Pavlovic
Universal probability-free prediction. Ann. Math. Artif. Intell. 81 (1-2) (2017)
Vladimir Vovk, Jieli Shen, Valery Manokhin, Min-ge Xie
Nonparametric predictive distributions based on conformal prediction. COPA (2017)
Denis Volkhonskiy, Evgeny Burnaev, Ilia Nouretdinov, Alexander Gammerman, Vladimir Vovk
Inductive Conformal Martingales for Change-Point Detection. COPA (2017)
Vladimir Vovk, Ilia Nouretdinov, Valery Manokhin, Alex J. Gammerman
Conformal predictive distributions with kernels. CoRR (2017)
Vladimir Vovk
Universally consistent predictive distributions. CoRR (2017)
Vladimir Vovk, Valentina Fedorova, Ilia Nouretdinov, Alexander Gammerman
Criteria of Efficiency for Conformal Prediction. COPA (2016)
Dmitry Adamskiy, Wouter M. Koolen, Alexey V. Chernov, Vladimir Vovk
A Closer Look at Adaptive Regret. J. Mach. Learn. Res. 17 (2016)
Vladimir Vovk, Valentina Fedorova, Ilia Nouretdinov, Alexander Gammerman
Criteria of efficiency for conformal prediction. CoRR (2016)
Vladimir Vovk, Dusko Pavlovic
Universal probability-free conformal prediction. CoRR (2016)
Yuri Gurevich, Vladimir Vovk
Fundamentals of p-values: Introduction. Bull. EATCS 119 (2016)
Vladimir Vovk, Dusko Pavlovic
Universal Probability-Free Conformal Prediction. COPA (2016)
Vladimir Vovk
The fundamental nature of the log loss function. CoRR (2015)
Vladimir Vovk, Ivan Petej, Valentina Fedorova
Large-scale probabilistic predictors with and without guarantees of validity. NIPS (2015)
Vladimir Vovk, Ivan Petej, Valentina Fedorova
Large-scale probabilistic predictors with and without guarantees of validity. CoRR (2015)
Vladimir Vovk
The Fundamental Nature of the Log Loss Function. Fields of Logic and Computation II (2015)
Alexander Gammerman, Vladimir Vovk
Alexey Chervonenkis's bibliography: introductory comments. J. Mach. Learn. Res. 16 (2015)
Alexander Gammerman, Vladimir Vovk
Preface to this special issue. J. Mach. Learn. Res. 16 (2015)
Alexander Gammerman, Vladimir Vovk
Alexey Chervonenkis's bibliography. J. Mach. Learn. Res. 16 (2015)
Harris Papadopoulos, Vladimir Vovk, Alexander Gammerman
Guest editors' preface to the special issue on conformal prediction and its applications. Ann. Math. Artif. Intell. 74 (1-2) (2015)
Vladimir Vovk
Cross-conformal predictors. Ann. Math. Artif. Intell. 74 (1-2) (2015)
Valentina Fedorova, Alexander Gammerman, Ilia Nouretdinov, Vladimir Vovk
Hypergraphical Conformal Predictors. Int. J. Artif. Intell. Tools 24 (6) (2015)
Vladimir Vovk
Transductive Conformal Prediction. Int. J. Artif. Intell. Tools 24 (6) (2015)
Harris Papadopoulos, Vladimir Vovk, Alex J. Gammerman
Regression Conformal Prediction with Nearest Neighbours. CoRR (2014)
Alexey V. Chernov, Vladimir Vovk
Prediction with Advice of Unknown Number of Experts. CoRR (2014)
Evgeny Burnaev, Vladimir Vovk
Efficiency of conformalized ridge regression. CoRR (2014)
Yuri Kalnishkan, Michael V. Vyugin, Vladimir Vovk
Generalised entropies and asymptotic complexities of languages. Inf. Comput. 237 (2014)
Wouter M. Koolen, Vladimir Vovk
Buy low, sell high. Theor. Comput. Sci. 558 (2014)
Vladimir Vovk, Ivan Petej, Valentina Fedorova
From Conformal to Probabilistic Prediction. AIAI Workshops (2014)
Vladimir Vovk, Ivan Petej
Venn-Abers Predictors. UAI (2014)
Evgeny Burnaev, Vladimir Vovk
Efficiency of conformalized ridge regression. COLT (2014)
Vladimir Vovk, Ivan Petej, Valentina Fedorova
From conformal to probabilistic prediction. CoRR (2014)
Yong Zhang, Vladimir Vovk, Weiguo Zhang
Probability-free solutions to the non-stationary newsvendor problem. Ann. Oper. Res. 223 (1) (2014)
Vladimir Vovk
Transductive conformal predictors. AIAI (2013)
Valentina Fedorova, Alex J. Gammerman, Ilia Nouretdinov, Vladimir Vovk
Conformal Prediction under Hypergraphical Models. ICCSW (2013)
Marcus Hutter, Frank Stephan, Vladimir Vovk, Thomas Zeugmann
Guest Editors' foreword. Theor. Comput. Sci. 473 (2013)
Vladimir Vovk
Kolmogorov's strong law of large numbers in game-theoretic probability: Reality's side CoRR (2013)
Valentina Fedorova, Alexander Gammerman, Ilia Nouretdinov, Vladimir Vovk
Conformal Prediction under Hypergraphical Models. AIAI (2013)
Vladimir Vovk
Kernel Ridge Regression. Empirical Inference (2013)
Vladimir Vovk
Conditional validity of inductive conformal predictors. Mach. Learn. 92 (2-3) (2013)
Wouter M. Koolen, Vladimir Vovk
Buy Low, Sell High. ALT (2012)
Vladimir Vovk
Conditional validity of inductive conformal predictors. ACML (2012)
Alex J. Gammerman, Yuri Kalnishkan, Vladimir Vovk
On-line Prediction with Kernels and the Complexity Approximation Principle CoRR (2012)
Vladimir Vovk
Venn predictors and isotonic regression CoRR (2012)
Vladimir Vovk
Continuous-time trading and the emergence of probability. Finance Stochastics 16 (4) (2012)
Valentina Fedorova, Alexander Gammerman, Ilia Nouretdinov, Vladimir Vovk
Plug-in martingales for testing exchangeability on-line CoRR (2012)
Vladimir Vovk
Cross-conformal predictors CoRR (2012)
Vladimir Vovk
Conditional validity of inductive conformal predictors CoRR (2012)
Dmitry Adamskiy, Wouter M. Koolen, Alexey V. Chernov, Vladimir Vovk
A Closer Look at Adaptive Regret. ALT (2012)
Harris Papadopoulos, Vladimir Vovk, Alexander Gammerman
Regression Conformal Prediction with Nearest Neighbours. J. Artif. Intell. Res. 40 (2011)
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. NeuroImage 56 (2) (2011)
Alexey V. Chernov, Vladimir Vovk
Prediction with Advice of Unknown Number of Experts CoRR (2010)
Marcus Hutter, Frank Stephan, Vladimir Vovk, Thomas Zeugmann
Editors' Introduction. ALT (2010)
Alexey V. Chernov, Vladimir Vovk
Prediction with Advice of Unknown Number of Experts. UAI (2010)
Tatsiana Levina, Yuri Levin, Jeff McGill, Mikhail Nediak, Vladimir Vovk
Weak aggregating algorithm for the distribution-free perishable inventory problem. Oper. Res. Lett. 38 (6) (2010)
Alexey V. Chernov, Yuri Kalnishkan, Fedor Zhdanov, Vladimir Vovk
Supermartingales in Prediction with Expert Advice CoRR (2010)
Vladimir Vovk, Alexander Shen
Prequential randomness and probability. Theor. Comput. Sci. 411 (29-30) (2010)
Alexey V. Chernov, Yuri Kalnishkan, Fedor Zhdanov, Vladimir Vovk
Supermartingales in prediction with expert advice. Theor. Comput. Sci. 411 (29-30) (2010)
Glenn Shafer, Vladimir Vovk, Roman Chychyla
How to Base Probability Theory on Perfect-Information Games. Bull. EATCS 100 (2010)
Fedor Zhdanov, Vladimir Vovk
Competitive Online Generalized Linear Regression under Square Loss. ECML/PKDD (3) (2010)
Alex J. Gammerman, Vladimir Vovk
Prédictions contrôlées en apprentissage automatique. Monde des Util. Anal. Données 42 (2010)
Fedor Zhdanov, Vladimir Vovk
Competing with Gaussian linear experts CoRR (2009)
Fedor Zhdanov, Vladimir Vovk, Brian Burford, Dmitry Devetyarov, Ilia Nouretdinov, Alexander Gammerman
Online Prediction of Ovarian Cancer. AIME (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Vladimir Vovk