"Keisuke Yamazaki,Sumio Watanabe","Experimental Bayesian Generalization Error of Non-Regular Models under  Covariate Shift","International Conference on Neural Information Processing","Proc. of ICONIP 2007",,,,,2007,Nov.
"KAZUHO WATANABE,SUMIO WATANABE","Stochastic complexities of general mixture models in variational Bayesian learning",,"Neural Networks",,"Vol. 20","No. 2","pp. 210-217",2007,Mar.
"渡邊澄夫","物理学者でない人にとって平衡統計力学とは",,"日本神経回路学会誌",,"Vol. 14","No. 3","pp. 218-225",2007,
"miki aoyagi,SUMIO WATANABE","Resolution of Singularities and Stochastic Complexity of Complete Bipartite Graph-Type Spin Model in Bayesian Estimation",,"Proc. of MDAI",,,,"pp. 443-454",2007,
"Ryosuke Iriguchi,SUMIO WATANABE","Estimation of Poles of Zeta Function in Learning Theory Using Pade Approximation",,"Proc.of  ICANN",,,,"pp. 88-97",2007,
"Kenji Nagata,SUMIO WATANABE","Algebraic Geometric Study of Exchange Monte Carlo Method",,"Proc. of ICANN",,,,"pp. 687-696",2007,
"YU NISHIYAMA,SUMIO WATANABE","Theoretical Analysis of Accuracy of Gaussian Belief Propagation",,"Proc. of ICANN",,,,"pp. 29-38",2007,
"TAKESHI MATSUDA,SUMIO WATANABE","On a Singular Point to Contribute to a Learning Coefficient and Weighted Resolution of Singularities",,"Proc. of ICANN",,,,"pp. 11-18",2007,
"SHINICHI NAKAJIMA,SUMIO WATANABE","Generalization Error of Automatic Relevance Determination",,"Proc. of ICANN",,,,"pp. 1-10",2007,
"Keisuke Yamazaki,SUMIO WATANABE,Masashi Sugiyama","Asymptotic Bayesian Generalization Error When Training and Test Distributions Are Different",,"Proc. of ICML",,,,,2007,
"SUMIO WATANABE","Almost All Learning Machines are Singular","IEEE International Conference on Foundation of Computational Intelligence","Proc. of FOCI",,,,"pp. 383-388",2007,
"Kenji Nagata,SUMIO WATANABE","Analysis of Exchange Ratio for Exchange Monte Carlo Method",,"Proc. of FOCI2007",,,,,2007,
"KAZUHO WATANABE,SUMIO WATANABE","Estimating the Data Region Using Minimum and Maximum Values",,"Interdisciplinary Information Sciences",,"Vol. 13","No. 2","pp. 151-161",2007,
"Keisuke Yamazaki,Motoaki Kawanabe,Sumio Watanabe,Masashi Sugiyama,Klaus-Robert Mueller","Asymptotic Bayesian generalization error when training and test distributions are different","24th International Conference on Machine Learning (ICML2007)","Proceedings of 24th International Conference on Machine Learning (ICML2007)",,,,"pp. 1079-1086",2007,
"SHINICHI NAKAJIMA,SUMIO WATANABE","Variational Bayes Solution of Linear Neural Networks and its Generalization Performance",,"Neural Computation",,"Vol. 19","No. 4","pp. 1112-1153",2007,
"SUMIO WATANABE,KAZUHO WATANABE","Stochastic complexity for mixture of exponential families in generalized variational Bayes",,"Theoretical Computer Science",,"Vol. 387",,"pp. 4-17",2007,