AI Research When are Neural Networks more powerful than Neural Tangent Kernels? Yu Bai March 29, 2021 The empirical success of deep learning has posed significant challenges to machine learning theory: Why can we efficiently train neural networks with gradient descent despite its highly non-convex optimization landscape? Why do over-parametrized… AI