Hilbert Curve Projection Distance for Distribution Comparison

Distribution comparison plays a central role in many machine learning tasks like data classification and generative modeling. In this study, we propose a novel metric, called Hilbert curve projection (HCP) distance, to measure the distance between two probability distributions with low complexity. I...

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Publié dans:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 7 vom: 08. Juli, Seite 4993-5007
Auteur principal:	Li, Tao (Auteur)
Autres auteurs:	Meng, Cheng, Xu, Hongteng, Yu, Jun
Format:	Article en ligne
Langue:	English
Publié:	2024
Accès à la collection:	IEEE transactions on pattern analysis and machine intelligence
Sujets:	Journal Article