Relevance Vector Machine with Weakly Informative Hyperprior and Extended Predictive Information Criterion. - Kazuaki Murayama; Shuichi Kawano (CoRR, 2020)

Variable Fusion for Bayesian Linear Regression via Spike-and-slab Priors. - Shengyi Wu; Kaito Shimamura; Kohei Yoshikawa; Kazuaki Murayama; Shuichi Kawano (KES-IDT, 2021)

Asymptotic Estimation Performance of Linear Regression Model with Sparse Bayesian Learning as Both Samples and Signals Approach Infinity. - Kazuaki Murayama (APSIPA ASC, 2023)

Sparse Bayesian Learning With Weakly Informative Hyperprior and Extended Predictive Information Criterion. - Kazuaki Murayama; Shuichi Kawano (IEEE Trans. Neural Networks Learn. Syst., 2023)