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