Scalable Neural Network Compression and Pruning Using Hard Clustering and L1 Regularization

Yibo Yang, Nicholas Ruozzi, Vibhav Gogate

We propose a simple and easy to implement neural network compression algorithm that achieves results competitive with more complicated state-of-the-art methods. The key idea is to…