Yanwen Fan

A Novel Rank Selection Scheme in Tensor Ring Decomposition Based on Reinforcement Learning for Deep Neural Networks

Tensor decomposition has been proved to be effective for solving many problems in signal processing and machine learning[1]. Recently, tensor decomposition finds its advantage for compressing deep neural networks. In many applications of deep neural networks, it is critical to reduce the number of p…