Mathematics – Statistics Theory
Scientist
Mathematics
Statistics Theory
Scientist
High-dimensional covariance estimation by minimizing $\ell_1$-penalized log-determinant divergence
Minimax rates of estimation for high-dimensional linear regression over $\ell_q$-balls
Minimax-optimal rates for sparse additive models over kernel classes via convex programming
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