Minimax Optimal Deep Neural Network Classifiers Under Smooth Decision Boundary

Tianyang Hu, Ruiqi Liu, Zuofeng Shang +1

Deep learning has gained huge empirical successes in large-scale classification problems. In contrast, there is a lack of statistical understanding about deep learning methods, par…