Vladimir Koltchinskii

According to our database, Vladimir Koltchinskii authored at least 20 papers between 1998 and 2015.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2015

Optimal estimation of low rank density matrices.

Vladimir Koltchinskii, Dong Xia

J. Mach. Learn. Res., 2015

2013

Sharp Oracle Inequalities in Low Rank Estimation.

Vladimir Koltchinskii

Proceedings of the Empirical Inference - Festschrift in Honor of Vladimir N. Vapnik, 2013

2010

Rademacher Complexities and Bounding the Excess Risk in Active Learning.

Vladimir Koltchinskii

J. Mach. Learn. Res., 2010

Sparse Recovery in Convex Hulls of Infinite Dictionaries.

Vladimir Koltchinskii, Stas Minsker

Proceedings of the COLT 2010, 2010

2008

Sparse Recovery in Large Ensembles of Kernel Machines On-Line Learning and Bandits.

Vladimir Koltchinskii, Ming Yuan

Proceedings of the 21st Annual Conference on Learning Theory, 2008

2006

fMRI pattern classification using neuroanatomically constrained boosting.

Manel Martínez-Ramón, Vladimir Koltchinskii, Gregory L. Heileman, Stefan Posse

NeuroImage, 2006

2005

Self bounding genetic algorithms for machine learning.

Fernando Lozano, Vladimir Koltchinskii

Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005

Exponential Convergence Rates in Classification.

Vladimir Koltchinskii, Olexandra Beznosova

Proceedings of the Learning Theory, 18th Annual Conference on Learning Theory, 2005

2004

Optimal Aggregation of Classifiers and Boosting Maps in Functional Magnetic Resonance Imaging.

Vladimir Koltchinskii, Manel Martínez-Ramón, Stefan Posse

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2003

Generalization Bounds for Voting Classifiers Based on Sparsity and Clustering.

Vladimir Koltchinskii, Dmitry Panchenko, Savina Andonova

Proceedings of the Computational Learning Theory and Kernel Machines, 2003

Entropy Bounds for Restricted Convex Hulls.

Vladimir Koltchinskii

Proceedings of the Computational Learning Theory and Kernel Machines, 2003

2002

Some Local Measures of Complexity of Convex Hulls and Generalization Bounds.

Olivier Bousquet, Vladimir Koltchinskii, Dmitriy Panchenko

Proceedings of the Computational Learning Theory, 2002

2001

Rademacher penalties and structural risk minimization.

Vladimir Koltchinskii

IEEE Trans. Inf. Theory, 2001

On inverse problems with unknown operators.

Sam Efromovich, Vladimir Koltchinskii

IEEE Trans. Inf. Theory, 2001

Statistical-learning control of multiple-delay systems with application to ATM networks.

Chaouki T. Abdallah, Marco Ariola, Vladimir Koltchinskii

Kybernetika, 2001

Statistical learning control of uncertain systems: theory and algorithms.

Vladimir Koltchinskii, Chaouki T. Abdallah, Marco Ariola, Peter Dorato

Appl. Math. Comput., 2001

Further Explanation of the Effectiveness of Voting Methods: The Game between Margins and Weights.

Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano

Proceedings of the Computational Learning Theory, 2001

2000

Improved sample complexity estimates for statistical learning control of uncertain systems.

Vladimir Koltchinskii, Chaouki T. Abdallah, Marco Ariola, Peter Dorato, Dmitry Panchenko

IEEE Trans. Autom. Control., 2000

Some New Bounds on the Generalization Error of Combined Classifiers.

Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

1998

Quantified inequalities and robust control.

Chaouki T. Abdallah, Marco Ariola, Peter Dorato, Vladimir Koltchinskii

Proceedings of the Robustness in Identification and Control, Workshop Robustness in Identification and Control, Siena, Italy, July 30, 1998