Vovk, Volodya

13 publications

ICML 2012 Plug-in Martingales for Testing Exchangeability On-Line Valentina Fedorova, Alex Gammerman, Ilia Nouretdinov, Volodya Vovk

ECML-PKDD 2002 Inductive Confidence Machines for Regression Harris Papadopoulos, Kostas Proedrou, Volodya Vovk, Alex Gammerman

ECML-PKDD 2002 Transductive Confidence Machines for Pattern Recognition Kostas Proedrou, Ilia Nouretdinov, Volodya Vovk, Alex Gammerman

ECML-PKDD 2001 Comparing the Bayes and Typicalness Frameworks Thomas Melluish, Craig Saunders, Ilia Nouretdinov, Volodya Vovk

ALT 2001 Loss Functions, Complexities, and the Legendre Transformation Yuri Kalnishkan, Michael V. Vyugin, Volodya Vovk

COLT 2001 Pattern Recognition and Density Estimation Under the General I.i.d. Assumption Ilia Nouretdinov, Volodya Vovk, Michael V. Vyugin, Alex Gammerman

ICML 2001 Ridge Regression Confidence Machine Ilia Nouretdinov, Thomas Melluish, Volodya Vovk

ALT 2000 Computationally Efficient Transductive Machines Craig Saunders, Alex Gammerman, Volodya Vovk

ICML 1999 Machine-Learning Applications of Algorithmic Randomness Volodya Vovk, Alexander Gammerman, Craig Saunders

IJCAI 1999 Transduction with Confidence and Credibility Craig Saunders, Alex Gammerman, Volodya Vovk

UAI 1998 Learning by Transduction Alexander Gammerman, Volodya Vovk, Vladimir Vapnik

ICML 1998 Ridge Regression Learning Algorithm in Dual Variables Craig Saunders, Alexander Gammerman, Volodya Vovk

NeurIPS 1997 Competitive On-Line Linear Regression Volodya Vovk