Keyword : generalization error


Theoretical Analyses on 2-Norm-Based Multiple Kernel Regressors
Akira TANAKA Hideyuki IMAI 
Publication:   
Publication Date: 2017/03/01
Vol. E100-A  No. 3 ; pp. 877-887
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
multiple kernel regressorreproducing kernel Hilbert spacegeneralization error2-norm criterion2-norm regularizer
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Penalized AdaBoost: Improving the Generalization Error of Gentle AdaBoost through a Margin Distribution
Shuqiong WU Hiroshi NAGAHASHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2015/11/01
Vol. E98-D  No. 11 ; pp. 1906-1915
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Data Mining
Keyword: 
Gentle AdaBoostgeneralization errormachine learningmodest AdaBoosttraining error
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Ensemble and Multiple Kernel Regressors: Which Is Better?
Akira TANAKA Hirofumi TAKEBAYASHI Ichigaku TAKIGAWA Hideyuki IMAI Mineichi KUDO 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/11/01
Vol. E98-A  No. 11 ; pp. 2315-2324
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
kernel regressionensemble kernel regressormultiple kernel regressorgeneralization errorreproducing kernel Hilbert spaces
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Statistical Learning Theory of Quasi-Regular Cases
Koshi YAMADA Sumio WATANABE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2012/12/01
Vol. E95-A  No. 12 ; pp. 2479-2487
Type of Manuscript:  PAPER
Category: General Fundamentals and Boundaries
Keyword: 
statistical learning theoryquasi-regular casebirational invariantsgeneralization error
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Statistical Mechanics of On-Line Learning Using Correlated Examples
Kento NAKAO Yuta NARUKAWA Seiji MIYOSHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/10/01
Vol. E94-D  No. 10 ; pp. 1941-1944
Type of Manuscript:  Special Section LETTER (Special Section on Information-Based Induction Sciences and Machine Learning)
Category: 
Keyword: 
nonlinear perceptronon-line learninggeneralization errorcorrelated examples
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Statistical Mechanics of Adaptive Weight Perturbation Learning
Ryosuke MIYOSHI Yutaka MAEDA Seiji MIYOSHI 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2011/10/01
Vol. E94-D  No. 10 ; pp. 1937-1940
Type of Manuscript:  Special Section LETTER (Special Section on Information-Based Induction Sciences and Machine Learning)
Category: 
Keyword: 
on-line learningweight perturbationsimultaneous perturbationgeneralization errorstatistical mechanics
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Statistical Mechanical Analysis of Simultaneous Perturbation Learning
Seiji MIYOSHI Hiroomi HIKAWA Yutaka MAEDA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2009/07/01
Vol. E92-A  No. 7 ; pp. 1743-1746
Type of Manuscript:  LETTER
Category: Neural Networks and Bioengineering
Keyword: 
simultaneous perturbationon-line learningstatistical mechanical methodgeneralization error
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A Theoretical Analysis of On-Line Learning Using Correlated Examples
Chihiro SEKI Shingo SAKURAI Masafumi MATSUNO Seiji MIYOSHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2008/09/01
Vol. E91-A  No. 9 ; pp. 2663-2670
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
linear perceptronon-line learningstatistical mechanical methodgeneralization errorgradient methodblock orthogonal projection learning
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Analytic Optimization of Adaptive Ridge Parameters Based on Regularized Subspace Information Criterion
Shun GOKITA Masashi SUGIYAMA Keisuke SAKURAI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2007/11/01
Vol. E90-A  No. 11 ; pp. 2584-2592
Type of Manuscript:  PAPER
Category: Neural Networks and Bioengineering
Keyword: 
supervised learninggeneralization errormodel selectionregularized subspace information criterion
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