| 2008 |
|---|
| 10 | EE | Vladimir Koltchinskii,
Ming Yuan:
Sparse Recovery in Large Ensembles of Kernel Machines On-Line Learning and Bandits.
COLT 2008: 229-238 |
| 2005 |
|---|
| 9 | EE | Vladimir Koltchinskii,
Olexandra Beznosova:
Exponential Convergence Rates in Classification.
COLT 2005: 295-307 |
| 2004 |
|---|
| 8 | EE | Vladimir Koltchinskii,
Manel Martínez-Ramón,
Stefan Posse:
Optimal Aggregation of Classifiers and Boosting Maps in Functional Magnetic Resonance Imaging.
NIPS 2004 |
| 2003 |
|---|
| 7 | EE | Vladimir Koltchinskii,
Dmitry Panchenko,
Savina Andonova:
Generalization Bounds for Voting Classifiers Based on Sparsity and Clustering.
COLT 2003: 492-505 |
| 6 | EE | Vladimir Koltchinskii:
Entropy Bounds for Restricted Convex Hulls.
COLT 2003: 741-742 |
| 2002 |
|---|
| 5 | EE | Olivier Bousquet,
Vladimir Koltchinskii,
Dmitriy Panchenko:
Some Local Measures of Complexity of Convex Hulls and Generalization Bounds.
COLT 2002: 59-73 |
| 2001 |
|---|
| 4 | EE | Vladimir Koltchinskii,
Dmitriy Panchenko,
Fernando Lozano:
Further Explanation of the Effectiveness of Voting Methods: The Game between Margins and Weights.
COLT/EuroCOLT 2001: 241-255 |
| 3 | | Vladimir Koltchinskii:
Rademacher penalties and structural risk minimization.
IEEE Transactions on Information Theory 47(5): 1902-1914 (2001) |
| 2 | | Sam Efromovich,
Vladimir Koltchinskii:
On inverse problems with unknown operators.
IEEE Transactions on Information Theory 47(7): 2876-2894 (2001) |
| 2000 |
|---|
| 1 | | Vladimir Koltchinskii,
Dmitriy Panchenko,
Fernando Lozano:
Some New Bounds on the Generalization Error of Combined Classifiers.
NIPS 2000: 245-251 |
