Alexandre B. Tsybakov

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Publications

Citations

6.3K

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Active since

1988

Affiliations

Laboratoire de Probabilités et Modèles Aléatoires(Current)

Sorbonne Université

Centre de Recherche en Économie et Statistique

ENSAE Paris

Université Paris Cité

Alexandre B. Tsybakov is an author at Laboratoire de Probabilités et Modèles Aléatoires specializing in optimization, natural sciences, and mathematics.

Publications per year

1988–2020

Publications

Simultaneous analysis of Lasso and Dantzig selector

Peter J. Bickel, Ya’acov Ritov, Alexandre B. Tsybakov · The Annals of Statistics · 2009 · 2.5K citations · Full text

Natural Sciences, Biostatistics, Econometrics +11

Nuclear norm penalization and optimal rates for noisy low rank matrix\n completion

Vladimir Koltchinskii, Alexandre B. Tsybakov, Karim Lounici · arXiv (Cornell University) · 2010 · 646 citations · Full text

Computing, Computer Science, Mathematics +14

Sparsity oracle inequalities for the Lasso

Alexandre B. Tsybakov, Marten Wegkamp · 2012 · 421 citations

Natural Sciences, Mathematics, Econometrics +14

Smooth discrimination analysis

Enno Mammen, Alexandre B. Tsybakov · The Annals of Statistics · 1999 · 403 citations · Full text

Natural Sciences, Biostatistics, Mathematics +15

Fast learning rates for plug-in classifiers

Jean-Yves Audibert, Alexandre B. Tsybakov · The Annals of Statistics · 2007 · 328 citations · Full text

Computing, Computer Science, Mathematics +16

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