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Publications of Author

1. Olivier Bousquet, Vladimir Koltchinskii, Dmitriy Panchenko
   Some Local Measures of Complexity of Convex Hulls and Generalization Bounds. [Citation Graph (0, 0)][DBLP]
   COLT, 2002, pp:59-73 [Conf]
   
2. Vladimir Koltchinskii
   Entropy Bounds for Restricted Convex Hulls. [Citation Graph (0, 0)][DBLP]
   COLT, 2003, pp:741-742 [Conf]
   
3. Vladimir Koltchinskii, Olexandra Beznosova
   Exponential Convergence Rates in Classification. [Citation Graph (0, 0)][DBLP]
   COLT, 2005, pp:295-307 [Conf]
   
4. Vladimir Koltchinskii, Dmitry Panchenko, Savina Andonova
   Generalization Bounds for Voting Classifiers Based on Sparsity and Clustering. [Citation Graph (0, 0)][DBLP]
   COLT, 2003, pp:492-505 [Conf]
   
5. Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano
   Further Explanation of the Effectiveness of Voting Methods: The Game between Margins and Weights. [Citation Graph (0, 0)][DBLP]
   COLT/EuroCOLT, 2001, pp:241-255 [Conf]
   
6. Vladimir Koltchinskii, Manel Martínez-Ramón, Stefan Posse
   Optimal Aggregation of Classifiers and Boosting Maps in Functional Magnetic Resonance Imaging. [Citation Graph (0, 0)][DBLP]
   NIPS, 2004, pp:- [Conf]
   
7. Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano
   Some New Bounds on the Generalization Error of Combined Classifiers. [Citation Graph (0, 0)][DBLP]
   NIPS, 2000, pp:245-251 [Conf]
   
8. Sam Efromovich, Vladimir Koltchinskii
   On inverse problems with unknown operators. [Citation Graph (0, 0)][DBLP]
   IEEE Transactions on Information Theory, 2001, v:47, n:7, pp:2876-2894 [Journal]
   
9. Vladimir Koltchinskii
   Rademacher penalties and structural risk minimization. [Citation Graph (0, 0)][DBLP]
   IEEE Transactions on Information Theory, 2001, v:47, n:5, pp:1902-1914 [Journal]
   
10. 
    Sparse Recovery in Large Ensembles of Kernel Machines On-Line Learning and Bandits. [Citation Graph (, )][DBLP]
    
    
11. 
    Self bounding genetic algorithms for machine learning. [Citation Graph (, )][DBLP]