Vladimir Koltchinskii

20 papers A* 6C 1Journal 8Unranked 5
YearRankTypeTitle / Venue / Authors
2015 J jnl
Optimal estimation of low rank density matrices.
J. Mach. Learn. Res.
Vladimir Koltchinskii, Dong Xia
2013 — conf
Sharp Oracle Inequalities in Low Rank Estimation.
Empirical Inference
Vladimir Koltchinskii
2010 J jnl
Rademacher Complexities and Bounding the Excess Risk in Active Learning.
J. Mach. Learn. Res.
Vladimir Koltchinskii
2010 A* conf
Sparse Recovery in Convex Hulls of Infinite Dictionaries.
COLT
Vladimir Koltchinskii, Stas Minsker
2008 A* conf
Sparse Recovery in Large Ensembles of Kernel Machines On-Line Learning and Bandits.
COLT
Vladimir Koltchinskii, Ming Yuan
2006 J jnl
fMRI pattern classification using neuroanatomically constrained boosting.
NeuroImage
Manel Martínez-Ramón, Vladimir Koltchinskii, Gregory L. Heileman, Stefan Posse
2005 A* conf
Exponential Convergence Rates in Classification.
COLT
Vladimir Koltchinskii, Olexandra Beznosova
2005 C conf
Self bounding genetic algorithms for machine learning.
ICMLA
Fernando Lozano, Vladimir Koltchinskii
2004 — conf
Optimal Aggregation of Classifiers and Boosting Maps in Functional Magnetic Resonance Imaging.
NIPS
Vladimir Koltchinskii, Manel Martínez-Ramón, Stefan Posse
2003 A* conf
Entropy Bounds for Restricted Convex Hulls.
COLT
Vladimir Koltchinskii
2003 A* conf
Generalization Bounds for Voting Classifiers Based on Sparsity and Clustering.
COLT
Vladimir Koltchinskii, Dmitry Panchenko, Savina Andonova
2002 A* conf
Some Local Measures of Complexity of Convex Hulls and Generalization Bounds.
COLT
Olivier Bousquet, Vladimir Koltchinskii, Dmitriy Panchenko
2001 — conf
Further Explanation of the Effectiveness of Voting Methods: The Game between Margins and Weights.
COLT/EuroCOLT
Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano
2001 J jnl
On inverse problems with unknown operators.
IEEE Trans. Inf. Theory
Sam Efromovich, Vladimir Koltchinskii
2001 J jnl
Rademacher penalties and structural risk minimization.
IEEE Trans. Inf. Theory
Vladimir Koltchinskii
2001 J jnl
Statistical learning control of uncertain systems: theory and algorithms.
Appl. Math. Comput.
Vladimir Koltchinskii, Chaouki T. Abdallah, Marco Ariola, Peter Dorato
2001 J jnl
Statistical-learning control of multiple-delay systems with application to ATM networks.
Kybernetika
Chaouki T. Abdallah, Marco Ariola, Vladimir Koltchinskii
2000 J jnl
Improved sample complexity estimates for statistical learning control of uncertain systems.
IEEE Trans. Autom. Control.
Vladimir Koltchinskii, Chaouki T. Abdallah, Marco Ariola, Peter Dorato, Dmitry Panchenko
2000 — conf
Some New Bounds on the Generalization Error of Combined Classifiers.
NIPS
Vladimir Koltchinskii, Dmitriy Panchenko, Fernando Lozano
1998 — conf
Quantified inequalities and robust control.
Robustness in Identification and Control
Chaouki T. Abdallah, Marco Ariola, Peter Dorato, Vladimir Koltchinskii