PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Dmitry Pechyony

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Number of EPrints submitted by this user: 5

Stable transductive learning
Ran El-Yaniv and Dmitry Pechyony
In: COLT 2006, 22-25 June 2006, Pittsburgh, USA.

Superior Multi-class Classification through Margin-Optimized Single Binary Problem
Ran El-Yaniv, Dmitry Pechyony and Elad Yom-Tov
Journal of Machine Learning Research 2006.

Transductive Rademacher complexity and its applications
Ran El-Yaniv and Dmitry Pechyony
In: COLT 2007, 13-15 June 2007, San Diego, CA, USA.

Large Margin vs. Large Volume in Transductive Learning
Ran El-Yaniv, Dmitry Pechyony and Vladimir Vapnik
Machine Learning Journal Volume 72, Number 3, pp. 173-188, 2008. ISSN 0885-6125 (Print) 1573-0565 (Online)

Stability of Transductive Regression Algorithms
Corinna Cortes, Mehryar Mohri, Dmitry Pechyony and Ashish Rastogi
In: ICML 2008, 5-9 July, 2008, Helsinki, Finland.