Minimax optimal high-dimensional classification using deep neural networks

Shuoyang Wang, Zuofeng Shang

High-dimensional classification is a fundamentally important research problem in high-dimensional data analysis. In this paper, we derive a nonasymptotic rate for the minimax exces…