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ORCIDDmitry Pechyony
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2010 – 2019
- 2014
[i3]Ran El-Yaniv, Dmitry Pechyony:
Transductive Rademacher Complexity and its Applications. CoRR abs/1401.3441 (2014)- 2013
- [c9]Dmitry Pechyony, Rosie Jones, Xiaojing Li:
A joint optimization of incrementality and revenue to satisfy both advertiser and publisher. WWW (Companion Volume) 2013: 123-124 - [i2]Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones:
Online Learning with Pairwise Loss Functions. CoRR abs/1301.5332 (2013) - 2012
- [c8]Yuyang Wang, Roni Khardon, Dmitry Pechyony, Rosie Jones:
Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions. COLT 2012: 13.1-13.22 - 2010
- [c7]Dmitry Pechyony, Rauf Izmailov, Akshay Vashist, Vladimir Vapnik:
SMO-Style Algorithms for Learning Using Privileged Information. DMIN 2010: 235-241 - [c6]Dmitry Pechyony, Vladimir Vapnik:
On the Theory of Learnining with Privileged Information. NIPS 2010: 1894-1902
2000 – 2009
- 2009
- [j4]Ran El-Yaniv, Dmitry Pechyony:
Transductive Rademacher Complexity and its Applications. J. Artif. Intell. Res. 35: 193-234 (2009) - [i1]Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi:
Stability Analysis and Learning Bounds for Transductive Regression Algorithms. CoRR abs/0904.0814 (2009) - 2008
- [b1]Dmitry Pechyony:
Theory and practice of transductive learning. Technion - Israel Institute of Technology, Israel, 2008 - [j3]Ran El-Yaniv, Dmitry Pechyony, Vladimir Vapnik:
Large margin vs. large volume in transductive learning. Mach. Learn. 72(3): 173-188 (2008) - [j2]Ron Begleiter, Ran El-Yaniv, Dmitry Pechyony:
Repairing self-confident active-transductive learners using systematic exploration. Pattern Recognit. Lett. 29(9): 1245-1251 (2008) - [j1]Ran El-Yaniv, Dmitry Pechyony, Elad Yom-Tov
:
Better multiclass classification via a margin-optimized single binary problem. Pattern Recognit. Lett. 29(14): 1954-1959 (2008) - [c5]Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, Ashish Rastogi:
Stability of transductive regression algorithms. ICML 2008: 176-183 - [c4]Ran El-Yaniv, Dmitry Pechyony, Vladimir Vapnik:
Large Margin vs. Large Volume in Transductive Learning. ECML/PKDD (1) 2008: 9-10 - 2007
- [c3]Ran El-Yaniv, Dmitry Pechyony:
Transductive Rademacher Complexity and Its Applications. COLT 2007: 157-171 - 2006
- [c2]Ran El-Yaniv, Dmitry Pechyony:
Stable Transductive Learning. COLT 2006: 35-49 - 2004
- [c1]Amos Fiat, Dmitry Pechyony:
Decision Trees: More Theoretical Justification for Practical Algorithms. ALT 2004: 156-170
Coauthor Index
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