Research Interests
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Mathematical statistics: high-dimensional & robust estimation, structural adaptation, hypotheses testing, nonparametric estimation.
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Optimization theory: large-scale algorithms, minimax & nonconvex problems, acceleration, non-Euclidean geometry, lower complexity bounds.
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Learning theory: fast rates / constant regret in statistical / online learning.
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Signal processing: estimation with shift-invariant structure, super-resolution.