Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization. - Tsukasa Yoshida; Takafumi Moriya; Kazuho Watanabe; Yusuke Shinohara; Yoshikazu Yamaguchi; Yushi Aono (INTERSPEECH, 2018)

Empirical Bayes Estimation for L1 Regularization: A Detailed Analysis in the One-Parameter Lasso Model. - Tsukasa Yoshida; Kazuho Watanabe (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2018)

Evaluating Time-Series Training Dataset through Lens of Spectrum in Deep State Space Models. - Sekitoshi Kanai; Yasutoshi Ida; Kazuki Adachi; Mihiro Uchida; Tsukasa Yoshida; Shin'ya Yamaguchi (CoRR, 2024)

Empirical Bayes Estimation for Lasso-Type Regularizers: Analysis of Automatic Relevance Determination. - Tsukasa Yoshida; Kazuho Watanabe (CoRR, 2025)