Dmitry Pechyony

Publication Activity (10 Years)

Years Active: 2004-2014
Publications (10 Years): 0

Top Topics

Loss Minimization

Boosting Algorithms

Top Venues

WWW (Companion Volume)

Publications

Ran El-Yaniv, Dmitry Pechyony
Transductive Rademacher Complexity and its Applications. CoRR (2014)
Dmitry Pechyony, Rosie Jones, Xiaojing Li
A joint optimization of incrementality and revenue to satisfy both advertiser and publisher. WWW (Companion Volume) (2013)
Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones
Online Learning with Pairwise Loss Functions CoRR (2013)
Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones
Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions. COLT (2012)
Dmitry Pechyony, Vladimir Vapnik
On the Theory of Learnining with Privileged Information. NIPS (2010)
Dmitry Pechyony, Rauf Izmailov, Akshay Vashist, Vladimir Vapnik
SMO-Style Algorithms for Learning Using Privileged Information. DMIN (2010)
Ran El-Yaniv, Dmitry Pechyony
Transductive Rademacher Complexity and its Applications. J. Artif. Intell. Res. 35 (2009)
Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi
Stability Analysis and Learning Bounds for Transductive Regression Algorithms CoRR (2009)
Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi
Stability of transductive regression algorithms. ICML (2008)
Ran El-Yaniv, Dmitry Pechyony, Vladimir Vapnik
Large Margin vs. Large Volume in Transductive Learning. ECML/PKDD (1) (2008)
Ron Begleiter, Ran El-Yaniv, Dmitry Pechyony
Repairing self-confident active-transductive learners using systematic exploration. Pattern Recognit. Lett. 29 (9) (2008)
Ran El-Yaniv, Dmitry Pechyony, Elad Yom-Tov
Better multiclass classification via a margin-optimized single binary problem. Pattern Recognit. Lett. 29 (14) (2008)
Ran El-Yaniv, Dmitry Pechyony, Vladimir Vapnik
Large margin vs. large volume in transductive learning. Mach. Learn. 72 (3) (2008)
Ran El-Yaniv, Dmitry Pechyony
Transductive Rademacher Complexity and Its Applications. COLT (2007)
Ran El-Yaniv, Dmitry Pechyony
Stable Transductive Learning. COLT (2006)
Amos Fiat, Dmitry Pechyony
Decision Trees: More Theoretical Justification for Practical Algorithms. ALT (2004)