Dmitry Pechyony

According to our database1, Dmitry Pechyony authored at least 13 papers between 2004 and 2013.

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Bibliography

2013
Online Learning with Pairwise Loss Functions
CoRR, 2013

A joint optimization of incrementality and revenue to satisfy both advertiser and publisher.
Proceedings of the 22nd International World Wide Web Conference, 2013

2012
Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions.
Proceedings of the COLT 2012, 2012

2010
On the Theory of Learnining with Privileged Information.
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.
Proceedings of The 2010 International Conference on Data Mining, 2010

2009
Transductive Rademacher Complexity and its Applications.
J. Artif. Intell. Res., 2009

Stability Analysis and Learning Bounds for Transductive Regression Algorithms
CoRR, 2009

2008
Better multiclass classification via a margin-optimized single binary problem.
Pattern Recognit. Lett., 2008

Repairing self-confident active-transductive learners using systematic exploration.
Pattern Recognit. Lett., 2008

Large margin vs. large volume in transductive learning.
Mach. Learn., 2008

Stability of transductive regression algorithms.
Proceedings of the Machine Learning, 2008

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

2004
Decision Trees: More Theoretical Justification for Practical Algorithms.
Proceedings of the Algorithmic Learning Theory, 15th International Conference, 2004


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