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Persistence Weighted Gaussian Kernel for Topological Data Analysis
(2016)
Genki Kusano, Yasuaki Hiraoka, Kenji Fukumizu
Abstract
Topological data analysis (TDA) is an emerging mathematical concept for characterizing shapes in complex data. In TDA, persistence diagrams are widely recognized as a useful descriptor of data, and...