Information and Systems-Neurocomputing(Date:2005/03/23)

Presentation
Stochastic Complexities for Mixture of Exponential Family in Variational Bayes Approach

Kazuho WATANABE,  Sumio WATANABE,  

[Date]2005/3/23
[Paper #]NC2004-211
The Accuracy of Mean Field Approximation as an Approach of the True Bayesian Learning

Nobuhiro NAKANO,  Sumio WATANABE,  

[Date]2005/3/23
[Paper #]NC2004-212
Generalization Error of Variational Bayes Approach in Reduced Rank Regression

Shinichi NAKAJIMA,  Sumio WATANABE,  

[Date]2005/3/23
[Paper #]NC2004-213
Analysis of Ensemble Learning for Non-Monotonic Teacher

Seiji MIYOSHI,  Kazuyuki HARA,  Masato OKADA,  

[Date]2005/3/23
[Paper #]NC2004-214
Generalization Error Estimation When Training and Test Input Points Follow Different Probability Distributions

Masashi SUGIYAMA,  Klaus Robert MULLER,  

[Date]2005/3/23
[Paper #]NC2004-215
Learning of non-i.i.d samples and model-selection

Koichiro YAMAUCHI,  Jiro HAYAMI,  

[Date]2005/3/23
[Paper #]NC2004-216
Small hypersphere fitting to the sequence of hyperspherical points : Spherical Least Square

Jun FUJIKI,  Shotaro AKAHO,  

[Date]2005/3/23
[Paper #]NC2004-217
A Quick Learning method with Gamble

Yohei TADEUCHI,  Koichiro YAMAUCHI,  Takashi OMORI,  

[Date]2005/3/23
[Paper #]NC2004-218
Quick construction of task model by combination of local environmental model and application to multiple tasks

Yu OHIGASHI,  Takashi OMORI,  Satoru ISHIKAWA,  Koji MORIKAWA,  

[Date]2005/3/23
[Paper #]NC2004-219
Constructing error correcting codes based on estimation error of a posteriori probabilities for WLS-ECOC

Nobuhiko YAMAGUCHI,  

[Date]2005/3/23
[Paper #]NC2004-220
Multi-class Pattern Classification based on a Probabilistic Model of Combining Binary Classifiers

Naoto YUKINAWA,  Shigeyuki OBA,  Kikuya KATO,  Shin ISHII,  

[Date]2005/3/23
[Paper #]NC2004-221
Incremental learning and forgetting using Sensitivity in SVM

Takeshi ASADA,  Hirotaka NAKAYAMA,  Tetsuzo TANINO,  

[Date]2005/3/23
[Paper #]NC2004-222
Online Variable Selection From Multi-Dimentional Successively Data

Ryuji OSHIMA,  Koichiro YAMAUCHI,  Takashi OMORI,  

[Date]2005/3/23
[Paper #]NC2004-223
Bayesian noisy ICA for source switching environments

Junichiro HIRAYAMA,  Shinichi MAEDA,  Shin ISHII,  

[Date]2005/3/23
[Paper #]NC2004-224
On the Stochastic Complexity of Hidden Markov Models in Variational Bayesian Learning

Tikara HOSINO,  Kazuho WATANABE,  Sumio WATANABE,  

[Date]2005/3/23
[Paper #]NC2004-225
A Proposal and Effectiveness of the Optimal Approximation for Bayesian Posterior Distribution

Kenji NAGATA,  Sumio WATANABE,  

[Date]2005/3/23
[Paper #]NC2004-226
Localized Bayesian Learning for Singular Learning Machines

Shingo TAKAMATSU,  Sumio WATANABE,  

[Date]2005/3/23
[Paper #]NC2004-227
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