Sparse Recovery Beyond Compressed Sensing: Separable Nonlinear Inverse Problems

Brett Bernstein, Sheng Liu, Chrysa Papadaniil +1

Extracting information from nonlinear measurements is a fundamental challenge in data analysis. In this work, we consider separable inverse problems, where the data are modeled as…