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Dmitry Pechyony

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2009
9EECorinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi: Stability Analysis and Learning Bounds for Transductive Regression Algorithms CoRR abs/0904.0814: (2009)
2008
8EERan El-Yaniv, Dmitry Pechyony, Vladimir Vapnik: Large Margin vs. Large Volume in Transductive Learning. ECML/PKDD (1) 2008: 9-10
7EECorinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi: Stability of transductive regression algorithms. ICML 2008: 176-183
6EERan El-Yaniv, Dmitry Pechyony, Vladimir Vapnik: Large margin vs. large volume in transductive learning. Machine Learning 72(3): 173-188 (2008)
5EERan El-Yaniv, Dmitry Pechyony, Elad Yom-Tov: Better multiclass classification via a margin-optimized single binary problem. Pattern Recognition Letters 29(14): 1954-1959 (2008)
4EERon Begleiter, Ran El-Yaniv, Dmitry Pechyony: Repairing self-confident active-transductive learners using systematic exploration. Pattern Recognition Letters 29(9): 1245-1251 (2008)
2007
3EERan El-Yaniv, Dmitry Pechyony: Transductive Rademacher Complexity and Its Applications. COLT 2007: 157-171
2006
2EERan El-Yaniv, Dmitry Pechyony: Stable Transductive Learning. COLT 2006: 35-49
2004
1EEAmos Fiat, Dmitry Pechyony: Decision Trees: More Theoretical Justification for Practical Algorithms. ALT 2004: 156-170

Coauthor Index

1Ron Begleiter [4]
2Corinna Cortes [7] [9]
3Ran El-Yaniv [2] [3] [4] [5] [6] [8]
4Amos Fiat [1]
5Mehryar Mohri [7] [9]
6Ashish Rastogi [7] [9]
7Vladimir Vapnik [6] [8]
8Elad Yom-Tov [5]

Copyright © Sun May 17 03:24:02 2009 by Michael Ley (ley@uni-trier.de)