@book{CTT100614523, author = {渡邊澄夫}, title = {特異モデルの学習理論}, publisher = {}, year = 2010, } @article{CTT100589311, author = {SUMIO WATANABE}, title = {Equations of states in singular statistical estimation}, journal = {Neural Networks}, year = 2010, } @article{CTT100591352, author = {SUMIO WATANABE}, title = {A limit theorem in singular regression problem}, journal = {Advanced Studies in Pure Mathematics}, year = 2010, } @article{CTT100619293, author = {SUMIO WATANABE}, title = {Asymptotic equivalence of Bayes cross validation and widely applicable information criterion in singular learning theory}, journal = {Journal of Machine Learning Research}, year = 2010, } @article{CTT100614516, author = {松田健 and 渡邊澄夫}, title = {重みつきブローアップの混合正規分布への応用}, journal = {電子情報通信学会誌}, year = 2010, } @article{CTT100599955, author = {SUMIO WATANABE}, title = {Equations of states in statistical learning for an unrealizable and regular case}, journal = {IEICE Transactions}, year = 2010, } @article{CTT100599972, author = {Keisuke Yamazaki and Miki Aoyagi and Sumio Watanabe}, title = {Asymptotic Analysis of Bayesian Generalization Error with Newton Diagram}, journal = {Neural Networks}, year = 2010, } @article{CTT100801080, author = {Saitoh F. and SUMIO WATANABE}, title = {On generalization error of self-organizing map}, journal = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}, year = 2010, } @inproceedings{CTT100614518, author = {SUMIO WATANABE}, title = {Asymptotic learning curve and renormalizable condition in statistical learning theory}, booktitle = {Journal of Physics Conference Series}, year = 2010, } @inproceedings{CTT100614521, author = {渡邊澄夫}, title = {確率論における極限定理と双有理不変量}, booktitle = {日本数学会2010年春季大会}, year = 2010, } @inproceedings{CTT100600523, author = {Kaori Fujiwara and SUMIO WATANABE}, title = {Determining the Number of the Components of Gaussian Mixture Models}, booktitle = {Proc. of IASTED}, year = 2010, } @misc{CTT100614520, author = {渡邊澄夫}, title = {学習理論に現れる数学}, year = 2010, } @misc{CTT100715469, author = {渡邊澄夫}, title = {情報量規準 WAIC と WBIC}, year = 2010, note = {2010-2016}, }