Keyword : subspace information criterion


Generalization Error Estimation for Non-linear Learning Methods
Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2007/07/01
Vol. E90-A  No. 7 ; pp. 1496-1499
Type of Manuscript:  LETTER
Category: Neural Networks and Bioengineering
Keyword: 
supervised learninggeneralization capabilitymodel selectionsubspace information criterionnon-linear learning
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Improving Precision of the Subspace Information Criterion
Masashi SUGIYAMA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2003/07/01
Vol. E86-A  No. 7 ; pp. 1885-1895
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
machine learninggeneralization capabilitysubspace information criteriongeneralized inverseunbiased estimatorvariance
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Choosing the Parameter of Image Restoration Filters by Modified Subspace Information Criterion
Akira TANAKA Hideyuki IMAI Masaaki MIYAKOSHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2002/05/01
Vol. E85-A  No. 5 ; pp. 1104-1110
Type of Manuscript:  PAPER
Category: Digital Signal Processing
Keyword: 
image restorationparametersubspace information criterionsquared errorunbiased estimator
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Subspace Information Criterion for Image Restoration--Optimizing Parameters in Linear Filters
Masashi SUGIYAMA Daisuke IMAIZUMI Hidemitsu OGAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2001/09/01
Vol. E84-D  No. 9 ; pp. 1249-1256
Type of Manuscript:  PAPER
Category: Image Processing, Image Pattern Recognition
Keyword: 
image restorationmean squared errorsubspace information criterionmoving-average filtermodel selection
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