The Generalization-Stability Tradeoff In Neural Network Pruning

Brian R. Bartoldson, Ari S. Morcos, Adrian Barbu +1

Pruning neural network parameters is often viewed as a means to compress models, but pruning has also been motivated by the desire to prevent overfitting. This motivation is partic…