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Variational bayes solution of linear neural networks and its generalization performanceNAKAJIMA, Shinichi; WATANABE, Sumio.Neural computation. 2007, Vol 19, Num 4, pp 1112-1153, issn 0899-7667, 42 p.Article

Analytic Solution of Hierarchical Variational Bayes in Linear Inverse ProblemNAKAJIMA, Shinichi; WATANABE, Sumio.Lecture notes in computer science. 2006, pp 240-249, issn 0302-9743, isbn 3-540-38625-4, 10 p.Conference Paper

Generalization performance of subspace bayes approach in linear neural networksNAKAJIMA, Shinichi; WATANABE, Sumio.IEICE transactions on information and systems. 2006, Vol 89, Num 3, pp 1128-1138, issn 0916-8532, 11 p.Article

Pool-based active learning in approximate linear regressionSUGIYAMA, Masashi; NAKAJIMA, Shinichi.Machine learning. 2009, Vol 75, Num 3, pp 249-274, issn 0885-6125, 26 p.Article

Localized Bayes Estimation for Non-identifiable ModelsTAKAMATSU, Shingo; NAKAJIMA, Shinichi; WATANABE, Sumio et al.Lecture notes in computer science. 2006, pp 650-659, issn 0302-9743, isbn 3-540-46479-4, 3Vol, 10 p.Conference Paper

Bayesian Group-Sparse Modeling and Variational InferenceBABACAN, S. Derin; NAKAJIMA, Shinichi; DO, Minh N et al.IEEE transactions on signal processing. 2014, Vol 62, Num 9-12, pp 2906-2921, issn 1053-587X, 16 p.Article

Semi-supervised local Fisher discriminant analysis for dimensionality reductionSUGIYAMA, Masashi; IDE, Tsuyoshi; NAKAJIMA, Shinichi et al.Machine learning. 2010, Vol 78, Num 1-2, pp 35-61, issn 0885-6125, 27 p.Article

Variational Bayesian sparse additive matrix factorizationNAKAJIMA, Shinichi; SUGIYAMA, Masashi; BABACAN, S. Derin et al.Machine learning. 2013, Vol 92, Num 2-3, pp 319-347, issn 0885-6125, 29 p.Article

Overlay improvement by using new framework of grid compensation for matchingSUKEGAWA, Ayako; WAKAMOTO, Shinji; NAKAJIMA, Shinichi et al.Proceedings of SPIE, the International Society for Optical Engineering. 2006, issn 0277-786X, isbn 0-8194-6195-4, 2Vol, vol 2, 61523A.1-61523A.8Conference Paper

Improving the measurement algorithm for alignmentNAKAJIMA, Shinichi; KANAYA, Yuho; TAKAHASHI, Akira et al.SPIE proceedings series. 2001, pp 572-582, isbn 0-8194-4030-2Conference Paper

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