Differential Geometric Regularization for Supervised Learning of Classifiers

Qinxun Bai, Steven Rosenberg, Zheng Wu, Stan Sclaroff

Abstract: We study the problem of supervised learning for both binary and multiclass classification from a unified geometric perspective. In particular, we propose a geometric regularization technique to fin...