A Topological Regularizer for Classifiers via Persistent Homology

Chao Chen, Xiuyan Ni, Qinxun Bai +1

Regularization plays a crucial role in supervised learning. Most existing methods enforce a global regularization in a structure agnostic manner. In this paper, we initiate a new d…