Research Interests

Mathematical statistics: highdimensional & robust estimation, structural adaptation, hypotheses testing, nonparametric estimation.

Optimization theory: largescale algorithms, minimax & nonconvex problems, acceleration, nonEuclidean geometry, lower complexity bounds.

Learning theory: fast rates / constant regret in statistical / online learning.

Signal processing: estimation with shiftinvariant structure, superresolution.