Structured Recovery with Heavy-tailed Measurements: A Thresholding Procedure and Optimal Rates

Xiaohan Wei

This paper introduces a general regularized thresholded least-square procedure estimating a structured signal ${\theta }_{\ast }\in {\mathbb{R}}^d$ from the following observations: $y_i = f(\langle…