"SUMIO WATANABE","Algebraic geometrical method in singular statistical estimation","Algebraic Statistics",,,,,,2008,Dec.
"Daisuke Kaji,SUMIO WATANABE","Model Selection Method for AdaBoost Using Formal Information Criteria","International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly",,,,,,2008,Nov.
"Masashi Matsumoto,SUMIO WATANABE","Experimental Study of Ergodic Learning Curve in Hidden Markov Models","International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly",,,,,,2008,Nov.
"Kenji Nagata,SUMIO WATANABE","Design of Exchange Monte Carlo Method for Bayesian Learning in Normal Mixture Models","International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly",,,,,,2008,Nov.
"SUMIO WATANABE","Algebraic Geometry, Empirical Process, and Singular Model Evaluation","Algebraic Methods in Systems Biology and Statistics",,,,,,2008,Sept.
"桑子敏雄,渡邊澄夫,他","大学授業がやってきた！ 知の冒険",,,"水曜社",,,"pp. 86-96",2008,May
"Kenji Nagata,SUMIO WATANABE","A Method to Approximate the Baysian Posterior Distribution in Singular Learning Machines",,"Proc. of ICONIP2005",,,,,2008,Mar.
"KAZUHO WATANABE,SUMIO WATANABE","Variational Bayesian Algorithm and Stochastic Complexity for Mixture Models",,"Proc. of ICONIP2005",,,,,2008,Mar.
"藤原香織,渡邊澄夫","特異モデルにおけるベイズ検定と時系列解析への応用",,"電子情報通信学会論文誌D",,"vol. J91-D","no. 4","pp. 889-896",2008,
"Kenji Nagata,SUMIO WATANABE","Theory and Experiments of Exchange Ratio for Exchange Monte Carlo Method",,"Neural Information Processing - Letters and Reviews",,"vol. 12","no. 1-3","pp. 21-30",2008,
"Kenji Nagata,SUMIO WATANABE","Exchange Monte Carlo Sampling From Bayesian Posterior for Singular Learning Machines",,"IEEE Transactions on Neural Networks",,"vol. 19","no. 7","pp. 1253-1266",2008,
"Kenji Nagata,SUMIO WATANABE","Asymptotic Behavior of Exchange Ratio in Exchange Monte Carlo Method",,,,"vol. 21","no. 7","pp. 980-988",2008,
"SUMIO WATANABE","A foumula of equations of states in singular learning machines","IEEE World Congress in Computational Intelligence",,,,,,2008,
"SUMIO WATANABE","What we can estimate about singularity from random samples","Seasonal Institute of the mathematical society of Japan",,,,,,2008,
"Yu Nishiyama,SUMIO WATANABE","Generalization of Concave and Convex Decomposition in Kikuchi Free Energy","International Conference on Aritificial Neural Networks",,,,,,2008,
"TAKESHI MATSUDA,SUMIO WATANABE","Weighted Blowups of Kullback Information and Application to Multinomial Distributions","Proceedings of International Symposium on Nonlinear Theory and Its Applications",,,,,,2008,
"SUMIO WATANABE","Algebraic geometrical method in singular statistical estimation",,"Quantum Bio-Informatics","World Scientific (Singapole)",,,"pp. 325-336",2008,