Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask
TL;DR
The Lottery Ticket Hypothesis is pretty cool. Here we analyze it more deeply to reveal new findings: zero is special; signs matter; supermasks exist.
Venue
In Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019).
BibTeX
@inproceedings{zhou2019deconstructing,
title={Deconstructing lottery tickets: Zeros, signs, and the supermask},
author={Zhou, Hattie and Lan, Janice and Liu, Rosanne and Yosinski, Jason},
booktitle={Advances in Neural Information Processing Systems},
pages={3592–3602},
year={2019}
}
title={Deconstructing lottery tickets: Zeros, signs, and the supermask},
author={Zhou, Hattie and Lan, Janice and Liu, Rosanne and Yosinski, Jason},
booktitle={Advances in Neural Information Processing Systems},
pages={3592–3602},
year={2019}
}
Date
May, 2019
Links