$S^2$-LBI: Stochastic Split Linearized Bregman Iterations for Parsimonious Deep Learning

Yanwei Fu, Donghao Li, Xinwei Sun +3

This paper proposes a novel Stochastic Split Linearized Bregman Iteration ($S^2$-LBI) algorithm to efficiently train the deep network. The $S^2$-LBI introduces an iterative reg…