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Publications of Author

1. Shinichi Nakajima, Sumio Watanabe
   Analytic Solution of Hierarchical Variational Bayes in Linear Inverse Problem. [Citation Graph (0, 0)][DBLP]
   ICANN (2), 2006, pp:240-249 [Conf]
   
2. Shingo Takamatsu, Shinichi Nakajima, Sumio Watanabe
   Localized Bayes Estimation for Non-identifiable Models. [Citation Graph (0, 0)][DBLP]
   ICONIP (1), 2006, pp:650-659 [Conf]
   
3. Shinichi Nakajima, Sumio Watanabe
   Generalization Error of Linear Neural Networks in an Empirical Bayes Approach. [Citation Graph (0, 0)][DBLP]
   IJCAI, 2005, pp:804-810 [Conf]
   
4. Shinichi Nakajima, Sumio Watanabe
   Variational Bayes Solution of Linear Neural Networks and Its Generalization Performance. [Citation Graph (0, 0)][DBLP]
   Neural Computation, 2007, v:19, n:4, pp:1112-1153 [Journal]
   
5. Shinichi Nakajima, Sumio Watanabe
   Generalization Error of Automatic Relevance Determination. [Citation Graph (0, 0)][DBLP]
   ICANN (1), 2007, pp:1-10 [Conf]
   
6. 
   A procedure of adaptive kernel combination with kernel-target alignment for object classification. [Citation Graph (, )][DBLP]
   
   
7. 
   Multi-class image segmentation using conditional random fields and global classification. [Citation Graph (, )][DBLP]
   
   
8. 
   Implicit Regularization in Variational Bayesian Matrix Factorization. [Citation Graph (, )][DBLP]
   
   
9. 
   Direct Importance Estimation with Model Selection and Its Application to Covariate Shift Adaptation. [Citation Graph (, )][DBLP]
   
   
10. 
    Semi-Supervised Local Fisher Discriminant Analysis for Dimensionality Reduction. [Citation Graph (, )][DBLP]
    
    
11. 
    Analysis of Variational Bayesian Matrix Factorization. [Citation Graph (, )][DBLP]
    
    
12. 
    Pool-Based Agnostic Experiment Design in Linear Regression. [Citation Graph (, )][DBLP]
    
    
13. 
    Feature Selection for Density Level-Sets. [Citation Graph (, )][DBLP]