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Lawrence Cayton, Resourse uploaded by Hannes Fassold:
Algorithms for manifold learning
Algorithms for manifold learning
The technical report presents popular methods for mapping data into a low-dimensional manifold (nonlinear dimensionality reduction). Specifically, it presents Isomap, Locally Linear Embedding, Laplacian Eigenmaps, Semidefinite Embedding and variants of those.
Link to the resource (fulltext):
https://www.lcayton.com/resexam.pdf