On Model Compression for Neural Networks: Framework, Algorithm, and Convergence Guarantee

Chenyang Li, Jihoon Chung, Mengnan Du +3

Model compression is a crucial part of deploying neural networks (NNs), especially when the memory and storage of computing devices are limited in many applications. This paper foc…