| 2008 |
|---|
| 7 | EE | Arnak S. Dalalyan,
Alexandre B. Tsybakov:
Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity.
Machine Learning 72(1-2): 39-61 (2008) |
| 2007 |
|---|
| 6 | EE | Florentina Bunea,
Alexandre B. Tsybakov,
Marten H. Wegkamp:
Sparse Density Estimation with l1 Penalties.
COLT 2007: 530-543 |
| 5 | EE | Arnak S. Dalalyan,
Alexandre B. Tsybakov:
Aggregation by Exponential Weighting and Sharp Oracle Inequalities.
COLT 2007: 97-111 |
| 2006 |
|---|
| 4 | EE | Florentina Bunea,
Alexandre B. Tsybakov,
Marten H. Wegkamp:
Aggregation and Sparsity Via l1 Penalized Least Squares.
COLT 2006: 379-391 |
| 2005 |
|---|
| 3 | EE | Anatoli Juditsky,
Alexander V. Nazin,
Alexandre B. Tsybakov,
Nicolas Vayatis:
Generalization Error Bounds for Aggregation by Mirror Descent with Averaging.
NIPS 2005 |
| 2003 |
|---|
| 2 | EE | Alexandre B. Tsybakov:
Optimal Rates of Aggregation.
COLT 2003: 303-313 |
| 1992 |
|---|
| 1 | | Alexander V. Nazin,
B. T. Polyak,
Alexandre B. Tsybakov:
Optimal and robust kernel algorithms for passive stochastic approximation.
IEEE Transactions on Information Theory 38(5): 1577- (1992) |
