Dmitry Pechyony

17 papers A* 4B 1Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2014 J jnl
Transductive Rademacher Complexity and its Applications.
CoRR
Ran El-Yaniv, Dmitry Pechyony
2013 — conf
A joint optimization of incrementality and revenue to satisfy both advertiser and publisher.
WWW (Companion Volume)
Dmitry Pechyony, Rosie Jones, Xiaojing Li
2013 J jnl
Online Learning with Pairwise Loss Functions
CoRR
Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones
2012 A* conf
Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions.
COLT
Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones
2010 — conf
On the Theory of Learnining with Privileged Information.
NIPS
Dmitry Pechyony, Vladimir Vapnik
2010 — conf
SMO-Style Algorithms for Learning Using Privileged Information.
DMIN
Dmitry Pechyony, Rauf Izmailov, Akshay Vashist, Vladimir Vapnik
2009 J jnl
Stability Analysis and Learning Bounds for Transductive Regression Algorithms
CoRR
Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi
2009 J jnl
Transductive Rademacher Complexity and its Applications.
J. Artif. Intell. Res.
Ran El-Yaniv, Dmitry Pechyony
2008 J jnl
Better multiclass classification via a margin-optimized single binary problem.
Pattern Recognit. Lett.
Ran El-Yaniv, Dmitry Pechyony, Elad Yom-Tov
2008 — conf
Large Margin vs. Large Volume in Transductive Learning.
ECML/PKDD (1)
Ran El-Yaniv, Dmitry Pechyony, Vladimir Vapnik
2008 J jnl
Large margin vs. large volume in transductive learning.
Mach. Learn.
Ran El-Yaniv, Dmitry Pechyony, Vladimir Vapnik
2008 J jnl
Repairing self-confident active-transductive learners using systematic exploration.
Pattern Recognit. Lett.
Ron Begleiter, Ran El-Yaniv, Dmitry Pechyony
2008 A* conf
Stability of transductive regression algorithms.
ICML
Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi
2008 — —
Theory and practice of transductive learning.
Dmitry Pechyony
2007 A* conf
Transductive Rademacher Complexity and Its Applications.
COLT
Ran El-Yaniv, Dmitry Pechyony
2006 A* conf
Stable Transductive Learning.
COLT
Ran El-Yaniv, Dmitry Pechyony
2004 B conf
Decision Trees: More Theoretical Justification for Practical Algorithms.
ALT
Amos Fiat, Dmitry Pechyony