Understanding Deep Learning via Decision Boundary

Shiye Lei, Fengxiang He, Yancheng Yuan +1

This paper discovers that the neural network with lower decision boundary (DB) variability has better generalizability. Two new notions, algorithm DB variability and $(\epsilon ,\eta )$-data…