Regularization Matters: Generalization and Optimization of Neural Nets v.s. their Induced Kernel

Colin Wei, Jason D. Lee, Qiang Liu, Tengyu Ma

Neural Information Processing Systems 

Neural Information Processing Systems http://nips.cc/