Theory of Generative Deep Learning : Probe Landscape of Empirical Error via Norm Based Capacity Control

Wendi Xu, Ming Zhang

Despite its remarkable empirical success as a highly competitive branch of artificial intelligence, deep learning is often blamed for its widely known low interpretation and lack o…