Pechyony, Dmitry

9 publications

COLT 2012 Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones

NeurIPS 2010 On the Theory of Learnining with Privileged Information Dmitry Pechyony, Vladimir Vapnik

JAIR 2009 Transductive Rademacher Complexity and Its Applications Ran El-Yaniv, Dmitry Pechyony

ECML-PKDD 2008 Large Margin vs. Large Volume in Transductive Learning Ran El-Yaniv, Dmitry Pechyony, Vladimir Vapnik

MLJ 2008 Large Margin vs. Large Volume in Transductive Learning Ran El-Yaniv, Dmitry Pechyony, Vladimir Vapnik

ICML 2008 Stability of Transductive Regression Algorithms Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi

COLT 2007 Transductive Rademacher Complexity and Its Applications Ran El-Yaniv, Dmitry Pechyony

COLT 2006 Stable Transductive Learning Ran El-Yaniv, Dmitry Pechyony

ALT 2004 Decision Trees: More Theoretical Justification for Practical Algorithms Amos Fiat, Dmitry Pechyony