ICML 2017poster374 citations
Recovery Guarantees for One-hidden-layer Neural Networks
Kai Zhong, Zhao Song, Prateek Jain, Peter L. Bartlett, Inderjit S. Dhillon
Abstract
In this paper, we consider regression problems with one-hidden-layer neural networks (1NNs). We distill some properties of activation functions that lead to
BibTeX
@InProceedings{pmlr-v70-zhong17a,
title = {Recovery Guarantees for One-hidden-layer Neural Networks},
author = {Kai Zhong and Zhao Song and Prateek Jain and Peter L. Bartlett and Inderjit S. Dhillon},
booktitle = {Proceedings of the 34th International Conference on Machine Learning},
pages = {4140--4149},
year = {2017},
editor = {Precup, Doina and Teh, Yee Whye},
volume = {70},
series = {Proceedings of Machine Learning Research},
month = {06--11 Aug},
publisher = {PMLR},
pdf = {http://proceedings.mlr.press/v70/zhong17a/zhong17a.pdf},
url = {https://proceedings.mlr.press/v70/zhong17a.html},
abstract = {In this paper, we consider regression problems with one-hidden-layer neural networks (1NNs). We distill some properties of activation functions that lead to