A convex program for bilinear inversion of sparse vectors

Alireza Aghasi, Ali Ahmed, Paul Hand +1

We consider the bilinear inverse problem of recovering two vectors, $\mathbf{x}\in {\mathbb{R}}^L$ and $\mathbf{w}\in {\mathbb{R}}^L$, from their entrywise product. We consider t…