Norm-Based Capacity Control in Neural Networks

[edit]

Behnam Neyshabur, Ryota Tomioka, Nathan Srebro ;
Proceedings of The 28th Conference on Learning Theory, PMLR 40:1376-1401, 2015.

Abstract

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

Related Material