A margin-based multiclass generalization bound via geometric complexity

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]

Abstract

Abstract is missing.