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Problems with Isomap, LLE and other Nonlinear Dimensionality Reduction Techniques

Problems with Isomap, LLE and other Nonlinear Dimensionality Reduction Techniques. Jonathan Huang ( jch1@cs.cmu.edu ) Advanced Perception 2006, CMU May 1 st , 2006. ISOMAP Algorithm Review. Connect each point to its k nearest neighbors to form a graph

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New locally - PowerPoint PPT Presentation

Problems with Isomap, LLE and other Nonlinear Dimensionality Reduction Techniques