An Information-Theoretic Analysis of Hard and Soft Assignment Methods for Clustering

Michael J. Kearns, Yishay Mansour, Andrew Y. Ng. An Information-Theoretic Analysis of Hard and Soft Assignment Methods for Clustering. In Michael I. Jordan, editor, Learning in Graphical Models. Volume 89 of NATO ASI Series, pages 495-520, Springer Netherlands, 1998. [doi]

Abstract

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