Wu Lin, Valentin Duruisseaux, Melvin Leok, Frank Nielsen, Mohammad Emtiyaz Khan, Mark Schmidt 0001. Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 21026-21050, PMLR, 2023. [doi]
@inproceedings{LinDLNK023,
title = {Simplifying Momentum-based Positive-definite Submanifold Optimization with Applications to Deep Learning},
author = {Wu Lin and Valentin Duruisseaux and Melvin Leok and Frank Nielsen and Mohammad Emtiyaz Khan and Mark Schmidt 0001},
year = {2023},
url = {https://proceedings.mlr.press/v202/lin23c.html},
researchr = {https://researchr.org/publication/LinDLNK023},
cites = {0},
citedby = {0},
pages = {21026-21050},
booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
volume = {202},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}