Norm-Based Capacity Control in Neural Networks
Abstract
We investigate the capacity, convexity and characterization of a general family of norm-constrained feed-forward networks.
Cite
Text
Neyshabur et al. "Norm-Based Capacity Control in Neural Networks." Annual Conference on Computational Learning Theory, 2015.Markdown
[Neyshabur et al. "Norm-Based Capacity Control in Neural Networks." Annual Conference on Computational Learning Theory, 2015.](https://mlanthology.org/colt/2015/neyshabur2015colt-norm/)BibTeX
@inproceedings{neyshabur2015colt-norm,
title = {{Norm-Based Capacity Control in Neural Networks}},
author = {Neyshabur, Behnam and Tomioka, Ryota and Srebro, Nathan},
booktitle = {Annual Conference on Computational Learning Theory},
year = {2015},
pages = {1376-1401},
url = {https://mlanthology.org/colt/2015/neyshabur2015colt-norm/}
}