Alexandre B. Tsybakov

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	2012
j3		Arnak S. Dalalyan, Alexandre B. Tsybakov: Sparse regression learning by aggregation and Langevin Monte-Carlo. J. Comput. Syst. Sci. 78(5): 1423-1443 (2012)
	2009
c7		Arnak S. Dalalyan, Alexandre B. Tsybakov: Sparse Regression Learning by Aggregation and Langevin Monte-Carlo. COLT 2009
c6		Karim Lounici, Massimiliano Pontil, Alexandre B. Tsybakov, Sara A. van de Geer: Taking Advantage of Sparsity in Multi-Task Learning. COLT 2009
	2008
j2		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
c5		Arnak S. Dalalyan, Alexandre B. Tsybakov: Aggregation by Exponential Weighting and Sharp Oracle Inequalities. COLT 2007: 97-111
c4		Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp: Sparse Density Estimation with l₁ Penalties. COLT 2007: 530-543
	2006
c3		Florentina Bunea, Alexandre B. Tsybakov, Marten H. Wegkamp: Aggregation and Sparsity Via l₁ Penalized Least Squares. COLT 2006: 379-391
	2005
c2		Anatoli Juditsky, Alexander V. Nazin, Alexandre B. Tsybakov, Nicolas Vayatis: Generalization Error Bounds for Aggregation by Mirror Descent with Averaging. NIPS 2005
	2003
c1		Alexandre B. Tsybakov: Optimal Rates of Aggregation. COLT 2003: 303-313
	1992
j1		Alexander V. Nazin, Boris T. Polyak, Alexandre B. Tsybakov: Optimal and robust kernel algorithms for passive stochastic approximation. IEEE Transactions on Information Theory 38(5): 1577-1583 (1992)

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