Modeling from Features: a Mean-field Framework for Over-parameterized Deep Neural Networks

Cong Fang, Jason D. Lee, Pengkun Yang +1

This paper proposes a new mean-field framework for over-parameterized deep neural networks (DNNs), which can be used to analyze neural network training. In this framework, a DNN is…