Exploring Low-Dimensional Manifolds of Deep Neural Network Parameters for Improved Model Optimization.
Ke Lu|Xiaotong He|Ze Qin|Xinyao Li|Zhekai Du
| Anthology ID: | DBLP:conf/cikm/0001HQLD23 |
|---|---|
| Volume: | Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023 |
| Year: | 2023 |
| Venue: | International Conference on Information and Knowledge Management (CIKM) |
| Publisher: | ACM |
| Pages: | 1667-1676 |
| URL: | https://doi.org/10.1145/3583780.3614873 |
| DOI: | https://doi.org/10.1145/3583780.3614873 |
| DBLP: | conf/cikm/0001HQLD23 |
| BibTeX: |
@inproceedings{lu-2023-exploring,
author = {Ke Lu and
Xiaotong He and
Ze Qin and
Xinyao Li and
Zhekai Du},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael P. Oakes and
Mounia Lalmas-Roelleke and
Min Zhang and
Rodrygo L. T. Santos},
title = {{Exploring Low-Dimensional Manifolds of Deep Neural Network Parameters for Improved Model Optimization}},
booktitle = {{Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023}},
pages = {1667--1676},
publisher = {ACM},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614873},
doi = {https://doi.org/10.1145/3583780.3614873}
}