Frank-Wolfe Algorithm for the Exact Sparse Problem

Farah Cherfaoui, Valentin Emiya, Liva Ralaivola +1

In this paper, we study the properties of the Frank-Wolfe algorithm to solve the \ExactSparse reconstruction problem. We prove that when the dictionary is quasi-incoherent, at each…