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IEICE Trans

Keyword : learning theory

Boundedness of Input Space and Effective Dimension of Feature Space in Kernel Methods
Kazushi IKEDA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2004/01/01
Vol. E87-D  No. 1 ; pp. 258-260
Type of Manuscript:  LETTER
Category: Biocybernetics, Neurocomputing
Keyword: 
learning theory, support vector machine, effective dimension, 
 Summary | Full Text:PDF
Criteria for Inductive Inference with Mind Changes and Anomalies of Recursive Real-Valued Functions
Eiju HIROWATARI Kouichi HIRATA Tetsuhiro MIYAHARA Setsuo ARIKAWA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/02/01
Vol. E86-D  No. 2 ; pp. 219-227
Type of Manuscript:  Special Section PAPER (Special Issue on Selected Papers from LA Symposium)
Category: Computational Learning Theory
Keyword: 
learning theory, inductive inference, real-valued function, 
 Summary | Full Text:PDF
A Regularization Method for Neural Network Learning that Minimizes Estimation Error
Miki YAMADA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1994/04/25
Vol. E77-D  No. 4 ; pp. 418-424
Type of Manuscript:  Special Section PAPER (Special Issue on Neurocomputing)
Category: Regularization
Keyword: 
neurocomputing, learning algorithm, learning theory, 
 Summary | Full Text:PDF