Large Margin Deep Networks for Classification

Gamaleldin F. Elsayed, Dilip Krishnan, Hossein Mobahi +2

We present a formulation of deep learning that aims at producing a large margin classifier. The notion of margin, minimum distance to a decision boundary, has served as the foundat…