Large Margin Deep Networks for Classification

Gamaleldin Elsayed, Dilip Krishnan, Hossein Mobahi, Kevin Regan, Samy Bengio

Neural Information Processing Systems 

The notion ofmargin,minimum distance toadecision boundary,has served as the foundation of several theoretically profound and empirically successful results for both classification and regression tasks.

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