Do neural networks trained with topological features learn different internal representations?

Sarah McGuire, Shane Jackson, Tegan Emerson, Henry Kvinge. Do neural networks trained with topological features learn different internal representations?. In Sophia Sanborn, Christian Shewmake, Simone Azeglio, Arianna Di Bernardo, Nina Miolane, editors, NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 03 December 2022, New Orleans, Lousiana, USA. Volume 197 of Proceedings of Machine Learning Research, pages 122-136, PMLR, 2022. [doi]

Abstract

Abstract is missing.