Kazuyuki TANAKA


Complexity Oscillations in Random Reals
ChenGuang LIU Kazuyuki TANAKA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2008/10/01
Vol. E91-D  No. 10  pp. 2517-2518
Type of Manuscript:  LETTER
Category: Complexity Theory
Keyword: 
algorithmic randomnessC-oscillationKolmogorov complexity
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Probabilistic Inference by means of Cluster Variation Method and Linear Response Theory
Kazuyuki TANAKA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/07/01
Vol. E86-D  No. 7  pp. 1228-1242
Type of Manuscript:  PAPER
Category: Algorithms
Keyword: 
Bayesian networkprobabilistic inferenceprobabilistic algorithmmean-field theorybelief propagation
 Summary | Full Text:PDF(738.1KB)

Maximum Likelihood Hyperparameter Estimation for Solvable Markov Random Field Model in Image Restoration
Kazuyuki TANAKA Jun-ichi INOUE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2002/03/01
Vol. E85-D  No. 3  pp. 546-557
Type of Manuscript:  PAPER
Category: Image Processing, Image Pattern Recognition
Keyword: 
Markov random fieldimage restorationBayes statisticsmaximum likelihood estimationevidence
 Summary | Full Text:PDF(2.6MB)