Recent Papers (2005-2007)

著書

  1. 著者:渡辺澄夫, 萩原克幸, 赤穂昭太郎,本村陽一, 福水健次, 岡田真人, 青柳美輝
    題名:学習システムの理論と実現, 森北出版, p. 195, 2005
    青柳担当:第7章 特異点解消と学習システムへの応用,pp. 162-191.

論文

  1. (With S. Watanabe) Resolution of Singularities and and Stochastic Complexity of Complete Bipartite Graph-Type Spin Model in Bayesian Estimation,
    Modeling Decisions for Artificial Intelligence, Lecture Notes in Artificial Intelligence, Springer-Verlag, (2007) No. 4617, pp. 443-454. 論文.pdf.

  2. The zeta function of learning theory and generalization error of three layered neural perceptron,
    数理解析研究所講究録, Recent Topics on Real and Complex Singularities, (2006) (in press) 論文.pdf.

  3. (With S. Watanabe) 特異点解消とニューラルネットワークのベイズ推定における汎化誤差,
    電子情報通信学会和文論文誌DII, (2005) Vol.J88-D-II, No. 10, pp.2112-2124. 論文.pdf

    英訳出版決定, Resolution of Singularities and the Generalization Error with Bayesian Estimation for Layered Neural Network,
    Systems and Computers in Japan, John Wiley & Sons, Inc. (in press). 論文.pdf

  4. (With S. Watanabe) Stochastic Complexities of Reduced Rank Regression in Bayesian Estimation,
    Neural Networks, (2005) No. 18, pp.924-933. 論文.pdf

国際会議 の Proceedings

  1. (With Sumio Watanabe) Generalization Error of Three Layered Learning Model in Bayesian Estimation,
    Proceedings of the Second IASTED International Conference on Computational Intelligence, (San Francisco, California, USA), (2006), pp.405--410. 論文.pdf

  2. (With K. Tsuji) Eye Direction by Stereo Image Processing using Corneal Reflection on an Iris,
    Proceedings of the Second IASTED International Conference on Computational Intelligence, (San Francisco, California), USA, (2006), pp.355--360. 論文.pdf

  3. (With K. Tsuji) Eye direction by stereo image processing,
    Proceedings of the 5th ISAAC Congress, (Catania, Italy), (2005), (in press). 論文.pdf

  4. (With S. Watanabe) The zeta function for learning theory and resolution of singularities,
    Proceedings of the 5th ISAAC Congress, (Catania, Italy), (2005), (in press). 論文.pdf

  5. (With K. Tsuji) A modified genetic algorithm for feature clustering,
    Proceedings of The 12th International Conference on Finite or Infinite Dimensional Complex Analysis and Applications, Kyushu University Press, (2005), pp.9--16. 論文.pdf

  6. (With S. Watanabe) The maximum pole of the zeta function for learning theory,
    Proceedings of The 12th International Conference on Finite or Infinite Dimensional Complex Analysis and Applications, Kyushu University Press, (2005), pp.17--24. 論文.pdf

研究集会論文

  1. (With S. Watanabe) ベイズ法における三層学習モデルの 確率的複雑さ,
    2006 Workshop on Information-Based Induction Sciences (2006), pp. 282--287. 論文.pdf

  2. (With S. Watanabe) Generalization Error of Three-Layer Neural Perceptron in Bayesian Estimation,
    2005 Workshop on Information-Based Induction Sciences (2005), pp. 75--80. 論文.pdf