Minimax Semiparametric Learning With Approximate Sparsity

Jelena Bradic, Victor Chernozhukov, Whitney K. Newey +1

Estimating linear, mean-square continuous functionals is a pivotal challenge in statistics. In high-dimensional contexts, this estimation is often performed under the assumption of…