Vladimir Koltchinskii
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
2
Active years
2001–2010
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2010 | COLT | Sparse Recovery in Convex Hulls of Infinite Dictionaries. | Vladimir Koltchinskii, Stas Minsker |
| 2008 | COLT | Sparse Recovery in Large Ensembles of Kernel Machines On-Line Learning and Bandits. | Vladimir Koltchinskii, Ming Yuan |
| 2005 | COLT | Exponential Convergence Rates in Classification. | Vladimir Koltchinskii, Olexandra Beznosova |
| 2005 | ICMLA | Self bounding genetic algorithms for machine learning. | Fernando Lozano, Vladimir Koltchinskii |
| 2003 | COLT | Entropy Bounds for Restricted Convex Hulls. | Vladimir Koltchinskii |
| 2003 | COLT | Generalization Bounds for Voting Classifiers Based on Sparsity and Clustering. | Vladimir Koltchinskii, Dmitry Panchenko, Savina Andonova |
| 2002 | COLT | Some Local Measures of Complexity of Convex Hulls and Generalization Bounds. | Olivier Bousquet, Vladimir Koltchinskii, Dmitriy Panchenko |
| 2001 | COLT | Further Explanation of the Effectiveness of Voting Methods: The Game between Margins and Weights. | Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano |