@article{CTT100838131, author = {Natsuki Kariya and Sumio Watanabe}, title = {Testing Homogeneity for Normal Mixture Models: Variational Bayes Approach}, journal = {IEICE Transactions on Fundamentals of Electronics,Communications and Computer Sciences}, year = 2020, } @article{CTT100838132, author = {Natsuki Kariya and Sumio Watanabe}, title = {Asymptotic analysis of singular likelihood ratio of normal mixture by Bayesian learning theory for testing homogeneity}, journal = {Communications in Statistics - Theory and Methods}, year = 2020, } @article{CTT100818855, author = {Naoki Hayashi and Sumio Watanabe}, title = {Asymptotic Bayesian Generalization Error in Latent Dirichlet Allocation and Stochastic Matrix Factorization}, journal = {Springer Nature Computer Science}, year = 2020, } @inproceedings{CTT100838134, author = {SUMIO WATANABE}, title = {ベイズ統計における情報量規準とクロスバリデーション}, booktitle = {}, year = 2020, } @inproceedings{CTT100838133, author = {Sumio Watanabe}, title = {Singular Learning Theory and Information Criteria}, booktitle = {}, year = 2020, } @inproceedings{CTT100819593, author = {Shuya Nagayasu and SUMIO WATANABE}, title = {最適な確率分布が一意でないときのベイズ学習曲線}, booktitle = {信学技報}, year = 2020, } @inproceedings{CTT100818862, author = {Raiki Tanaka and SUMIO WATANABE}, title = {Swish 関数を用いた階層型神経回路網の実対数閾値}, booktitle = {信学技報}, year = 2020, } @inproceedings{CTT100818861, author = {Takumi Watanabe and SUMIO WATANABE}, title = {混合多項分布のベイズ汎化誤差の漸近挙動}, booktitle = {信学技報}, year = 2020, }