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Some of the next articles are maybe not open access.

Towards a theoretical foundation for Laplacian-based manifold methods

Journal of Computer and System Sciences, 2008
Mikhail Belkin, Partha Niyogi
exaly  

Curvature-aware manifold learning

Pattern Recognition, 2018
Yangyang Li
exaly  

A global manifold margin learning method for data feature extraction and classification

Engineering Applications of Artificial Intelligence, 2018
exaly  

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