Norm-Based Capacity Control in Neural Networks

Neyshabur, Behnam, Tomioka, Ryota, Srebro, Nathan

arXiv.org Artificial Intelligence 

We investigate the capacity, convexity and characterization of a general family of norm-constrained feed-forward networks.

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