Keyword : least-squares mutual information


Computationally Efficient Estimation of Squared-Loss Mutual Information with Multiplicative Kernel Models
Tomoya SAKAI Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2014/04/01
Vol. E97-D  No. 4 ; pp. 968-971
Type of Manuscript:  LETTER
Category: Fundamentals of Information Systems
Keyword: 
squared-loss mutual informationleast-squares mutual informationdensity ratio estimationmultiplicative kernel modelsindependence test
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On Kernel Parameter Selection in Hilbert-Schmidt Independence Criterion
Masashi SUGIYAMA Makoto YAMADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2012/10/01
Vol. E95-D  No. 10 ; pp. 2564-2567
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
Hilbert-Schmidt independence criterionleast-squares mutual informationcross-validationGaussian kernel
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