Nan Xie

An Interpretable Regularization Method Based on Minimizing Mutual Information

2021

Deep learning model is popular and widely used. Its generalization performance is superior to traditional machine learning methods. Traditional statistical learning theory cannot explain its success. Most of network architectures are designed artificially and empirically. …