Lie PCA: density estimation for symmetric manifolds

DOI10.1016/j.acha.2023.03.001arXiv2008.04278OpenAlexW3047707578MaRDI QIDQ6038826

Hans Parshall, Dustin G. Mixon, Jameson Cahill

Publication date: 3 May 2023

Published in: Applied and Computational Harmonic Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2008.04278

zbMATH Keywords

principal component analysisdensity estimationmanifold learning

Mathematics Subject Classification ID

Statistics (62-XX) Computer science (68-XX)

Cites Work

• Angular synchronization by eigenvectors and semidefinite programming
• Complete set of translation invariant measurements with Lipschitz bounds
• Group Invariant Scattering
• Matching Component Analysis for Transfer Learning
• SqueezeFit: Label-Aware Dimensionality Reduction by Semidefinite Programming
• Lie Groups, Lie Algebras, and Representations
• Connectivity and Irreducibility of Algebraic Varieties of Finite Unit Norm Tight Frames
• Unnamed Item

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