Michael Munn, Benoit Dherin, Javier Gonzalvo. A margin-based multiclass generalization bound via geometric complexity. In Timothy Doster, Tegan Emerson, Henry Kvinge, Nina Miolane, Mathilde Papillon, Bastian Rieck, Sophia Sanborn, editors, Topological, Algebraic and Geometric Learning Workshops 2023, 28 July 2023, Honolulu, HI, USA. Volume 221 of Proceedings of Machine Learning Research, pages 189-205, PMLR, 2023. [doi]
@inproceedings{MunnDG23,
title = {A margin-based multiclass generalization bound via geometric complexity},
author = {Michael Munn and Benoit Dherin and Javier Gonzalvo},
year = {2023},
url = {https://proceedings.mlr.press/v221/munn23a.html},
researchr = {https://researchr.org/publication/MunnDG23},
cites = {0},
citedby = {0},
pages = {189-205},
booktitle = {Topological, Algebraic and Geometric Learning Workshops 2023, 28 July 2023, Honolulu, HI, USA},
editor = {Timothy Doster and Tegan Emerson and Henry Kvinge and Nina Miolane and Mathilde Papillon and Bastian Rieck and Sophia Sanborn},
volume = {221},
series = {Proceedings of Machine Learning Research},
publisher = {PMLR},
}