Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling

Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi +5

Linear encoding of sparse vectors is widely popular, but is commonly data-independent -- missing any possible extra (but a priori unknown) structure beyond sparsity. In this paper…