Linear Regression on Manifold Structured Data: the Impact of Extrinsic Geometry on Solutions

Liangchen Liu, Juncai He, Yen-Hsi Tsai. Linear Regression on Manifold Structured Data: the Impact of Extrinsic Geometry on Solutions. 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 557-576, PMLR, 2023. [doi]

Abstract

Abstract is missing.