Probabilistic learning on manifolds (PLoM) with partition
Author:
Affiliation:
1. MSME UMR 8208 Univ Gustave Eiffel Marne‐la‐Vallée France
2. Viterbi School of Engineering University of Southern California Los Angeles California USA
Publisher
Wiley
Subject
Applied Mathematics,General Engineering,Numerical Analysis
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1002/nme.6856
Reference39 articles.
1. Data-driven probability concentration and sampling on manifold
2. TalwalkarA KumarS RowleyH.Large‐scale manifold learning. Proceedings of the 2008 IEEE Conference on Computer Vision and Pattern Recognition; 2008:1‐8; IEEE.
3. A surrogate modeling and adaptive sampling toolbox for computer based design;Gorissen D;J Mach Learn Res,2010
4. Spectral sampling of manifolds
5. Sampling via Measure Transport: An Introduction
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