Keyword : squared-loss 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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Feature Selection via 1-Penalized Squared-Loss Mutual Information
Wittawat JITKRITTUM Hirotaka HACHIYA Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2013/07/01
Vol. E96-D  No. 7 ; pp. 1513-1524
Type of Manuscript:  PAPER
Category: Pattern Recognition
Keyword: 
feature selection1-regularizationsquared-loss mutual informationdensity-ratio estimationdimensionality reduction
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Least-Squares Independence Test
Masashi SUGIYAMA Taiji SUZUKI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/06/01
Vol. E94-D  No. 6 ; pp. 1333-1336
Type of Manuscript:  LETTER
Category: Artificial Intelligence, Data Mining
Keyword: 
independence testdensity ratio estimationunconstrained least-squares importance fittingsquared-loss mutual information
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