WebHigh Dimensional Pattern Recognition using Diffusion Maps and Earth Mover’s Distance Linh Lieu∗,a, Naoki Saito∗∗,a aDepartment of Mathematics, University of California, Davis, CA 95616, USA Abstract We propose a new method for matching, comparing, and discriminating datasets con-sisting of high-dimensional data (e.g., signals and images).

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