|
渡邊澄夫 2005年 研究業績一覧 (17件 / 207件)
論文
-
Sumio Watanabe.
Algebraic geometry of singular learning machines and symmetry of generalization and training errors,
Neurocomputing,
Vol. 67,
pp. 198-213,
2005.
-
Miki Aoyagi Sumio Watanabe.
Stochastic complexities of reduced rank regression in Bayesian estimation,
International Journal of Neural Networks,
Vol. 18,
No. 7,
pp. 924-933,
2005.
-
渡邊澄夫 福水健次 萩原克幸 甘利俊一.
特異モデルの学習理論,
IEICE Transactions,
Vol. 88,
No. 2,
pp. 159-169,
2005.
-
Keisuke Yamazaki Sumio Watanabe.
Algebraic geometry and stochastic complexity of hidden Markov models,
Neurocomputing,
Vol. 69,
pp. 62-84,
2005.
-
Keisuke Yamazaki Sumio Watanabe.
Singularities in complete bipartite graph-type Boltzmann machines and upper bounds of stochastic complexities,
IEEE Transactions on Neural Networks,
Vol. 16,
No. 2,
pp. 312-324,
2005.
-
中野修弘 高橋克之 渡辺澄夫.
特異モデルにおけるマルコフ連鎖モンテカルロ法の評価法,
電子情報通信学会誌,
Vol. 88-D-II,
No. 10,
pp. 2011-2020,
Oct. 2005.
-
青柳美輝 渡辺澄夫.
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,
電子情報通信学会誌,
Vol. 88-D-II,
No. 10,
pp. 2112-2124,
Oct. 2005.
著書
国際会議発表 (査読有り)
-
TIKARA HOSHINO,
KAZUHO WATANABE,
SUMIO WATANABE.
Stochastic Complexity of Variational Bayesian Hidden Markov Models,
Proc. of IJCNN,
2005.
-
Keisuke Yamazaki,
SUMIO WATANABE.
Generalization Errors in Estimation of Stochastic Context-Free Grammar,
The IASTED International Conference on Artificial Intelligence and Soft Computing,
pp. 183-188,
2005.
-
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.
-
SHINICHI NAKAJIMA,
SUMIO WATANABE.
Generalization Error of Linear Neural Networks in an Empirical Bayes Approach,
Proc. of IJCAI2005,
2005.
-
SHINICHI NAKAJIMA,
SUMIO WATANABE.
Generalization Error and Free Energy of Linear Neural Networks in Variational Bayes Approach,
Proc. of ICONIP2005,
2005.
-
KAZUHO WATANABE,
SUMIO WATANABE.
Stochastic complexity for mixture of exponential families in variational bayes,
Proc. of ALT2005,
2005.
-
KAZUHO WATANABE,
SUMIO WATANABE.
On Variational Bayes Algorithms for Exponential Family Mixtures,
Proc. of International Symposium on Nonlinear Theory and its Applications,
2005.
-
miki aoyagi,
SUMIO WATANABE.
The zeta function for learning theory and resolution of singularities,
Proc. of ISAAC,
2005.
[ BibTeX 形式で保存 ]
[ 論文・著書をCSV形式で保存
]
[ 特許をCSV形式で保存
]
|