Sparsifying Networks via Subdifferential Inclusion

Sagar Verma, Jean-Christophe Pesquet

Abstract: Sparsifying deep neural networks is of paramount interest in many areas, especially when those networks have to be implemented on low-memory devices. In this article, we propose a new formulation o...