Stochastic Weight Matrix-based Regularization Methods for Deep Neural Networks

Patrik Reizinger, Bálint Gyires-Tóth

The aim of this paper is to introduce two widely applicable regularization methods based on the direct modification of weight matrices. The first method, Weight Reinitialization, u…