Nick Harvey, Christopher Liaw, Abbas Mehrabian. Nearly-tight VC-dimension bounds for piecewise linear neural networks. In Satyen Kale, Ohad Shamir, editors, Proceedings of the 30th Conference on Learning Theory, COLT 2017, Amsterdam, The Netherlands, 7-10 July 2017. Volume 65 of JMLR Workshop and Conference Proceedings, pages 1064-1068, JMLR.org, 2017. [doi]
@inproceedings{HarveyLM17,
title = {Nearly-tight VC-dimension bounds for piecewise linear neural networks},
author = {Nick Harvey and Christopher Liaw and Abbas Mehrabian},
year = {2017},
url = {http://proceedings.mlr.press/v65/harvey17a.html},
researchr = {https://researchr.org/publication/HarveyLM17},
cites = {0},
citedby = {0},
pages = {1064-1068},
booktitle = {Proceedings of the 30th Conference on Learning Theory, COLT 2017, Amsterdam, The Netherlands, 7-10 July 2017},
editor = {Satyen Kale and Ohad Shamir},
volume = {65},
series = {JMLR Workshop and Conference Proceedings},
publisher = {JMLR.org},
}