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IEICE Trans

Keyword : local variational approximation

Empirical Bayes Estimation for L1 Regularization: A Detailed Analysis in the One-Parameter Lasso Model
Tsukasa YOSHIDA Kazuho WATANABE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
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 regression, empirical Bayes, Laplace prior, local variational approximation, 
 Summary | Full Text:PDF
Approximate Bayesian Estimation of Varying Binomial Process
Kazuho WATANABE Masato OKADA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2011/12/01
Vol. E94-A  No. 12 ; pp. 2879-2885
Type of Manuscript:  PAPER
Category: General Fundamentals and Boundaries
Keyword: 
varying binomial process, Bayesian inference, local variational approximation, smoothness prior, marginal likelihood, 
 Summary | Full Text:PDF