Alexandre B. Tsybakov

18 catalog papers. Name-matched publications do not establish a verified researcher identity.

Publications

• Variable selection, monotone likelihood ratio and group sparsity — The Annals of Statistics 2023
• Assigning topics to documents by successive projections — The Annals of Statistics 2023
• Variable selection with Hamming loss — The Annals of Statistics 2018
• Linear and conic programming estimators in high dimensional errors-in-variables models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
• Oracle inequalities for network models and sparse graphon estimation — The Annals of Statistics 2017
• Minimax estimation of linear and quadratic functionals on sparsity classes — The Annals of Statistics 2017
• Estimation of high-dimensional low-rank matrices — The Annals of Statistics 2011
• Nuclear-norm penalization and optimal rates for noisy low-rank matrix completion — The Annals of Statistics 2011
• Oracle inequalities and optimal inference under group sparsity — The Annals of Statistics 2011
• SPADES and mixture models — The Annals of Statistics 2010
• Sparse recovery under matrix uncertainty — The Annals of Statistics 2010
• Nonparametric estimation of composite functions — The Annals of Statistics 2009
• Simultaneous analysis of Lasso and Dantzig selector — The Annals of Statistics 2009
• Aggregation for Gaussian regression — The Annals of Statistics 2007
• Fast learning rates for plug-in classifiers — The Annals of Statistics 2007
• Smooth discrimination analysis — The Annals of Statistics 2004
• Sharp Adaptive Estimation of Linear Functionals — The Annals of Statistics 2001
• Smooth discrimination analysis — The Annals of Statistics 1999