Keyword : empirical Bayes


Empirical Bayes Estimation for L1 Regularization: A Detailed Analysis in the One-Parameter Lasso Model
Tsukasa YOSHIDA Kazuho WATANABE 
Publication:   
Publication Date: 2018/12/01
Vol. E101-A  No. 12 ; pp. 2184-2191
Type of Manuscript:  Special Section PAPER (Special Section on Information Theory and Its Applications)
Category: Machine learning
Keyword: 
lasso regressionempirical BayesLaplace priorlocal variational approximation
 Summary | Full Text:PDF(880.1KB)

Generalization Performance of Subspace Bayes Approach in Linear Neural Networks
Shinichi NAKAJIMA Sumio WATANABE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/03/01
Vol. E89-D  No. 3 ; pp. 1128-1138
Type of Manuscript:  PAPER
Category: Algorithm Theory
Keyword: 
empirical Bayesvariational Bayesneural networksreduced-rank regressionJames-Steinunidentifiable
 Summary | Full Text:PDF(330.2KB)