Understanding Deep Learning Generalization by Maximum Entropy

Guanhua Zheng, Jitao Sang, Changsheng Xu

Deep learning achieves remarkable generalization capability with overwhelming number of model parameters. Theoretical understanding of deep learning generalization receives recent…