Decision Trees: More Theoretical Justification for Practical Algorithms. - Amos Fiat; Dmitry Pechyony (ALT, 2004)

Stable Transductive Learning. - Ran El-Yaniv; Dmitry Pechyony (COLT, 2006)

Stability of transductive regression algorithms. - Corinna Cortes; Mehryar Mohri; Dmitry Pechyony; Ashish Rastogi (ICML, 2008)

Large margin vs. large volume in transductive learning. - Ran El-Yaniv; Dmitry Pechyony; Vladimir Vapnik (Mach. Learn., 2008)

Repairing self-confident active-transductive learners using systematic exploration. - Ron Begleiter; Ran El-Yaniv; Dmitry Pechyony (Pattern Recognit. Lett., 2008)

Better multiclass classification via a margin-optimized single binary problem. - Ran El-Yaniv; Dmitry Pechyony; Elad Yom-Tov (Pattern Recognit. Lett., 2008)

Theory and practice of transductive learning. - Dmitry Pechyony (2008)

Stability Analysis and Learning Bounds for Transductive Regression Algorithms - Corinna Cortes; Mehryar Mohri; Dmitry Pechyony; Ashish Rastogi (CoRR, 2009)

Transductive Rademacher Complexity and its Applications. - Ran El-Yaniv; Dmitry Pechyony (J. Artif. Intell. Res., 2009)

SMO-Style Algorithms for Learning Using Privileged Information. - Dmitry Pechyony; Rauf Izmailov; Akshay Vashist; Vladimir Vapnik (DMIN, 2010)

On the Theory of Learnining with Privileged Information. - Dmitry Pechyony; Vladimir Vapnik (NIPS, 2010)

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

A joint optimization of incrementality and revenue to satisfy both advertiser and publisher. - Dmitry Pechyony; Rosie Jones; Xiaojing Li (WWW (Companion Volume), 2013)

Online Learning with Pairwise Loss Functions - Yuyang Wang; Roni Khardon; Dmitry Pechyony; Rosie Jones (CoRR, 2013)