The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information

Diyuan Wu, Ionut-Vlad Modoranu, Mher Safaryan +2

The rising footprint of machine learning has led to a focus on imposing \emph{model sparsity} as a means of reducing computational and memory costs. For deep neural networks (DNNs)…