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Robust Bayesian model selection for variable clustering with the Gaussian graphical model |
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| Authors: | Andrade Daniel Takeda Akiko Fukumizu Kenji |
| Institution: | 1.SOKENDAI (The Graduate University for Advanced Studies), 10-3 Midoricho, Tachikawa, Tokyo, 190-8562, Japan ;2.Security Research Laboratories, NEC, 1753, Shimonumabe, Nakahara-ku, Kawasaki, 211-8666, Japan ;3.Department of Creative Informatics, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8656, Japan ;4.RIKEN Center for Advanced Intelligence Project, 1-4-1, Nihonbashi, Chuo-ku, Tokyo, 103-0027, Japan ;5.The Institute of Statistical Mathematics, 10-3 Midoricho, Tachikawa, Tokyo, 190-8562, Japan ; |
| Abstract: | Statistics and Computing - Variable clustering is important for explanatory analysis. However, only few dedicated methods for variable clustering with the Gaussian graphical model have been... |
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