@article{CTT100566503,
  author = {Kenji Nagata and SUMIO WATANABE},
  title = {Exchange Monte Carlo Sampling From Bayesian Posterior for Singular Learning Machines},
  journal = {IEEE Transactions on Neural Networks},
  year = 2008,
}

@article{CTT100566502,
  author = {Kenji Nagata and SUMIO WATANABE},
  title = {Asymptotic Behavior of Exchange Ratio in Exchange Monte Carlo Method},
  journal = {},
  year = 2008,
}

@article{CTT100566504,
  author = {Kenji Nagata and SUMIO WATANABE},
  title = {Theory and Experiments of Exchange Ratio for Exchange Monte Carlo Method},
  journal = {Neural Information Processing - Letters and Reviews},
  year = 2008,
}

@article{CTT100566505,
  author = {藤原香織 and 渡邊澄夫},
  title = {特異モデルにおけるベイズ検定と時系列解析への応用},
  journal = {電子情報通信学会論文誌D},
  year = 2008,
}

@article{CTT100566518,
  author = {SUMIO WATANABE},
  title = {Algebraic geometrical method in singular statistical estimation},
  journal = {Quantum Bio-Informatics},
  year = 2008,
}

@inproceedings{CTT100591354,
  author = {SUMIO WATANABE},
  title = {Algebraic geometrical method in singular statistical estimation},
  booktitle = {},
  year = 2008,
}

@inproceedings{CTT100566509,
  author = {Daisuke Kaji and SUMIO WATANABE},
  title = {Model Selection Method for AdaBoost Using Formal Information Criteria},
  booktitle = {},
  year = 2008,
}

@inproceedings{CTT100566508,
  author = {Kenji Nagata and SUMIO WATANABE},
  title = {Design of Exchange Monte Carlo Method for Bayesian Learning in Normal Mixture Models},
  booktitle = {},
  year = 2008,
}

@inproceedings{CTT100566512,
  author = {Masashi Matsumoto and SUMIO WATANABE},
  title = {Experimental Study of Ergodic Learning Curve in Hidden Markov Models},
  booktitle = {},
  year = 2008,
}

@inproceedings{CTT100566517,
  author = {SUMIO WATANABE},
  title = {Algebraic Geometry, Empirical Process, and Singular Model Evaluation},
  booktitle = {},
  year = 2008,
}

@inproceedings{CTT100550004,
  author = {KAZUHO WATANABE and SUMIO WATANABE},
  title = {Variational Bayesian Algorithm and Stochastic Complexity for Mixture Models},
  booktitle = {Proc. of ICONIP2005},
  year = 2008,
}

@inproceedings{CTT100550002,
  author = {Kenji Nagata and SUMIO WATANABE},
  title = {A Method to Approximate the Baysian Posterior Distribution in Singular Learning Machines},
  booktitle = {Proc. of ICONIP2005},
  year = 2008,
}

@inproceedings{CTT100566513,
  author = {TAKESHI MATSUDA and SUMIO WATANABE},
  title = {Weighted Blowups of Kullback Information and Application to Multinomial Distributions},
  booktitle = {},
  year = 2008,
}

@inproceedings{CTT100566514,
  author = {Yu Nishiyama and SUMIO WATANABE},
  title = {Generalization of Concave and Convex Decomposition in Kikuchi Free Energy},
  booktitle = {},
  year = 2008,
}

@inproceedings{CTT100566515,
  author = {SUMIO WATANABE},
  title = {A foumula of equations of states in singular learning machines},
  booktitle = {},
  year = 2008,
}

@inproceedings{CTT100566516,
  author = {SUMIO WATANABE},
  title = {What we can estimate about singularity from random samples},
  booktitle = {},
  year = 2008,
}

@misc{CTT100558973,
  author = {桑子敏雄 and 渡邊澄夫 and 他},
  title = {大学授業がやってきた！ 知の冒険},
  year = 2008,
}