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Committee Date Time Place Paper Title / Authors Abstract Paper #
RCS, IT, SIP 2016-01-18
10:35
Osaka Kwansei Gakuin Univ. Osaka Umeda Campus Multiplicative Update for Nonnegative Matrix Factorization based on Generalized Error Function and Its Global Convergence
Masato Seki, Norikazu Takahashi (Okayama Univ.) IT2015-59 SIP2015-73 RCS2015-291
Nonnegative Matrix Factorization (NMF) is an operation that decomposes a given nonnegative matrix into two nonnegative f... [more] IT2015-59 SIP2015-73 RCS2015-291
pp.67-72
NLP, CAS 2015-10-05
11:35
Hiroshima Aster Plaza Derivation of Multiplicative Update for Constrained Optimization Problems Related to NMF and Its Global Convergence Analysis
Masato Seki, Norikazu Takahashi (Okayama Univ.) CAS2015-24 NLP2015-85
Nonnegative matrix factorization (NMF) is an operation that decomposes a given nonnegative matrix into two nonnegative f... [more] CAS2015-24 NLP2015-85
pp.21-26
CAS, SIP, MSS, VLD, SIS [detail] 2014-07-11
16:40
Hokkaido Hokkaido University Derivation of New Update Rules based on KL, Gamma, Renyi Divergences for Nonnegative Matrix Factorization
Masato Seki, Norikazu Takahashi (Okayama Univ) CAS2014-47 VLD2014-56 SIP2014-68 MSS2014-47 SIS2014-47
Three new update rules based on Kullback-Leibler divergence, gamma-divergence and Renyi divergence for nonnegative matr... [more] CAS2014-47 VLD2014-56 SIP2014-68 MSS2014-47 SIS2014-47
pp.253-258
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