A Mean-Field Optimal Control Formulation of Deep Learning

Weinan E, Jiequn Han, Qianxiao Li

Recent work linking deep neural networks and dynamical systems opened up new avenues to analyze deep learning. In particular, it is observed that new insights can be obtained by re…