Alexey V. Chernov

Publication Activity (10 Years)

Years Active: 2002-2016
Publications (10 Years): 1

Top Topics

Prediction Accuracy

Online Learning

Binary Classification

Top Venues

J. Mach. Learn. Res.

Publications

Dmitry Adamskiy, Wouter M. Koolen, Alexey V. Chernov, Vladimir Vovk
A Closer Look at Adaptive Regret. J. Mach. Learn. Res. 17 (2016)
Yuri Kalnishkan, Dmitry Adamskiy, Alexey V. Chernov, Tim Scarfe
Specialist Experts for Prediction with Side Information. ICDM Workshops (2015)
Alexey V. Chernov, Vladimir Vovk
Prediction with Advice of Unknown Number of Experts. CoRR (2014)
Dmitry Adamskiy, Wouter M. Koolen, Alexey V. Chernov, Vladimir Vovk
A Closer Look at Adaptive Regret. ALT (2012)
Alexey V. Chernov, Vladimir Vovk
Prediction with Advice of Unknown Number of Experts CoRR (2010)
Alexey V. Chernov, Vladimir Vovk
Prediction with Advice of Unknown Number of Experts. UAI (2010)
Alexey V. Chernov, Yuri Kalnishkan, Fedor Zhdanov, Vladimir Vovk
Supermartingales in Prediction with Expert Advice CoRR (2010)
Alexey V. Chernov, Yuri Kalnishkan, Fedor Zhdanov, Vladimir Vovk
Supermartingales in prediction with expert advice. Theor. Comput. Sci. 411 (29-30) (2010)
Fedor Zhdanov, Alexey V. Chernov, Yuri Kalnishkan
Aggregating Algorithm competing with Banach lattices CoRR (2010)
Alexey V. Chernov, Fedor Zhdanov
Prediction with Expert Advice under Discounted Loss CoRR (2010)
Alexey V. Chernov, Fedor Zhdanov
Prediction with Expert Advice under Discounted Loss. ALT (2010)
Alexey V. Chernov, Vladimir Vovk
Prediction with Expert Evaluators' Advice. ALT (2009)
Alexey V. Chernov, Vladimir Vovk
Prediction with expert evaluators' advice CoRR (2009)
Alexey V. Chernov, Alexander Shen, Nikolai K. Vereshchagin, Vladimir Vovk
On-Line Probability, Complexity and Randomness. ALT (2008)
Andrej Muchnik, Alexey V. Chernov, Alexander Shen
Algorithmic randomness and splitting of supermartingales CoRR (2008)
Alexey V. Chernov, Yuri Kalnishkan, Fedor Zhdanov, Vladimir Vovk
Supermartingales in Prediction with Expert Advice. ALT (2008)
Alexey V. Chernov, Marcus Hutter, Jürgen Schmidhuber
Algorithmic Complexity Bounds on Future Prediction Errors CoRR (2007)
Alexey V. Chernov, Marcus Hutter, Jürgen Schmidhuber
Algorithmic complexity bounds on future prediction errors. Inf. Comput. 205 (2) (2007)
Alexey V. Chernov, Marcus Hutter, Jürgen Schmidhuber
Complexity Monotone in Conditions and Future Prediction Errors. Kolmogorov Complexity and Applications (2006)
Alexey V. Chernov, Jürgen Schmidhuber
Prefix-Like Complexities and Computability in the Limit. CiE (2006)
Alexey V. Chernov, Marcus Hutter
Monotone Conditional Complexity Bounds on Future Prediction Errors. ALT (2005)
Alexey V. Chernov, Marcus Hutter
Monotone Conditional Complexity Bounds on Future Prediction Errors CoRR (2005)
Alexey V. Chernov, Dmitrij P. Skvortsov, Elena Z. Skvortsova, Nikolai K. Vereshchagin
Variants of Realizability for Propositional Formulas and the Logic of the Weak Law of Excluded Middle. CSL (2002)
Alexey V. Chernov, Andrei A. Muchnik, Andrei E. Romashchenko, Alexander Shen, Nikolai K. Vereshchagin
Upper semi-lattice of binary strings with the relation "x is simple conditional to y". Theor. Comput. Sci. 271 (1-2) (2002)