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All publications by Sumio Watanabe
authors venues years



Asymptotic Bayesian generalization error when training and test distributions are different
Keisuke Yamazaki, Motoaki Kawanabe, Sumio Watanabe, Masashi Sugiyama and Klaus-robert Müller
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


Stochastic Complexities of Gaussian Mixtures in Variational Bayesian Approximation
Kazuho Watanabe and Sumio Watanabe
Journal of Machine Learning Research, 2006


Variational Bayesian Stochastic Complexity of Mixture Models
Kazuho Watanabe and Sumio Watanabe
Advances in Neural Information Processing Systems 18, 2005


The Effect of Singularities in a Learning Machine when the True Parameters Do Not Lie on such Singularities
Sumio Watanabe and Shun-ichi Amari
Advances in Neural Information Processing Systems 15, 2002