Learning Non-Vacuous Generalization Bounds from Optimization

Chengli Tan, Jiangshe Zhang, Junmin Liu +1

One of the fundamental challenges in the deep learning community is to theoretically understand how well a deep neural network generalizes to unseen data. However, current approach…