論文

• Kenji Nagata, SUMIO WATANABE. Asymptotic Behavior of Exchange Ratio in Exchange Monte Carlo Method, vol. 21, no. 7, pp. 980-988, 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. 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.

国際会議発表 (査読有り)

• 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, Nov. 2008.
• Kenji Nagata, SUMIO WATANABE. A Method to Approximate the Baysian Posterior Distribution in Singular Learning Machines, Proc. of ICONIP2005, Mar. 2008.
• Kenji Nagata, SUMIO WATANABE. Algebraic Geometric Study of Exchange Monte Carlo Method, Proc. of ICANN, pp. 687-696, 2007.
• Kenji Nagata, SUMIO WATANABE. Analysis of Exchange Ratio for Exchange Monte Carlo Method, Proc. of FOCI2007, 2007.
• Keisuke Yamazaki, Kenji Nagata, SUMIO WATANABE. A New Method of Model Selection Based on Learning Coefficient, Proc. of International Symposium on Nonlinear Theory and its Applications, 2005.

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