Training Sparse Neural Networks using Compressed Sensing

Jonathan W. Siegel, Jianhong Chen, Pengchuan Zhang +1

Pruning the weights of neural networks is an effective and widely-used technique for reducing model size and inference complexity. We develop and test a novel method based on compr…