The Manifold Scattering Transform for High-Dimensional Point Cloud Data

Joyce Chew, Holly R. Steach, Siddharth Viswanath, Hau-Tieng Wu, Matthew J. Hirn, Deanna Needell, Matthew D. Vesely, Smita Krishnaswamy, Michael Perlmutter. The Manifold Scattering Transform for High-Dimensional Point Cloud Data. In Alexander Cloninger, Timothy Doster, Tegan Emerson, Manohar Kaul, Ira Ktena, Henry Kvinge, Nina Miolane, Bastian Rice, Sarah Tymochko, Guy Wolf, editors, Topological, Algebraic and Geometric Learning Workshops 2022, 25-22 July 2022, Virtual. Volume 196 of Proceedings of Machine Learning Research, pages 67-78, PMLR, 2022. [doi]

Abstract

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