Dmitry Pechyony

According to our database, Dmitry Pechyony authored at least 14 papers between 2004 and 2013.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2013

Online Learning with Pairwise Loss Functions

Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones

CoRR, 2013

A joint optimization of incrementality and revenue to satisfy both advertiser and publisher.

Dmitry Pechyony, Rosie Jones, Xiaojing Li

Proceedings of the 22nd International World Wide Web Conference, 2013

2012

Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions.

Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones

Proceedings of the COLT 2012, 2012

2010

On the Theory of Learnining with Privileged Information.

Dmitry Pechyony, Vladimir Vapnik

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

SMO-Style Algorithms for Learning Using Privileged Information.

Dmitry Pechyony, Rauf Izmailov, Akshay Vashist, Vladimir Vapnik

Proceedings of The 2010 International Conference on Data Mining, 2010

2009

Transductive Rademacher Complexity and its Applications.

Ran El-Yaniv, Dmitry Pechyony

J. Artif. Intell. Res., 2009

Stability Analysis and Learning Bounds for Transductive Regression Algorithms

Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi

CoRR, 2009

2008

Theory and practice of transductive learning.

Dmitry Pechyony

PhD thesis, 2008

Better multiclass classification via a margin-optimized single binary problem.

Ran El-Yaniv, Dmitry Pechyony, Elad Yom-Tov

Pattern Recognit. Lett., 2008

Repairing self-confident active-transductive learners using systematic exploration.

Ron Begleiter, Ran El-Yaniv, Dmitry Pechyony

Pattern Recognit. Lett., 2008

Large margin vs. large volume in transductive learning.

Ran El-Yaniv, Dmitry Pechyony, Vladimir Vapnik

Mach. Learn., 2008

Stability of transductive regression algorithms.

Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi

Proceedings of the Machine Learning, 2008

2006

Stable Transductive Learning.

Ran El-Yaniv, Dmitry Pechyony

Proceedings of the Learning Theory, 19th Annual Conference on Learning Theory, 2006

2004

Decision Trees: More Theoretical Justification for Practical Algorithms.

Amos Fiat, Dmitry Pechyony

Proceedings of the Algorithmic Learning Theory, 15th International Conference, 2004