NIPS2018-How Many Samples are Needed to Estimate a Convolutional Neural Network?

paper: How Many Samples are Needed to Estimate a Convolutional Neural Network?

Abstract:
more compact representation ==> less sample

generalization bound 不是基于 model capacity 的，令人耳目一新。