The Laplacian Eigenmaps Latent Variable ModelDownload PDFOpen Website

Miguel Á. Carreira-Perpiñán, Zhengdong Lu

2007 (modified: 15 May 2023)AISTATS 2007Readers: Everyone
Abstract: We introduce the Laplacian Eigenmaps Latent Variable Model (LELVM), a probabilistic method for nonlinear dimensionality reduction that combines the advantages of spectral methods–global optimisatio...
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