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1

Inverse Problem in Pairwise Markov Random Fields Using Loopy Belief Propagation

Yasuda, Muneki, Kataoka, Shun, Tanaka, Kazuyuki

Journal:

Journal of the Physical Society of Japan

Year:

2012

Language:

english

File:

PDF, 425 KB

english, 2012

2

Statistical analysis of loopy belief propagation in random fields

Yasuda, Muneki, Kataoka, Shun, Tanaka, Kazuyuki

Journal:

Physical Review E

Year:

2015

Language:

english

File:

PDF, 1.50 MB

english, 2015

3

Sublinear Computational Time Modeling by Momentum-Space Renormalization Group Theory in Statistical Machine Learning Procedures

Tanaka, Kazuyuki, Ohzeki, Masayuki, Yasuda, Muneki

Journal:

The Review of Socionetwork Strategies

Year:

2019

Language:

english

File:

PDF, 4.87 MB

english, 2019

4

Mean-Field Inference in Gaussian Restricted Boltzmann Machine

Takahashi, Chako, Yasuda, Muneki

Journal:

Journal of the Physical Society of Japan

Year:

2016

Language:

english

File:

PDF, 1019 KB

english, 2016

5

Bayesian Image Modeling by Means of a Generalized Sparse Prior and Loopy Belief Propagation

Tanaka, Kazuyuki, Yasuda, Muneki, Michael Titterington, D.

Journal:

Journal of the Physical Society of Japan

Year:

2012

Language:

english

File:

PDF, 4.55 MB

english, 2012

6

Statistical Analysis of Gaussian Image Inpainting Problems

Kataoka, Shun, Yasuda, Muneki, Tanaka, Kazuyuki

Journal:

Journal of the Physical Society of Japan

Year:

2012

Language:

english

File:

PDF, 232 KB

english, 2012

7

TAP equation for non-negative Boltzmann machine

Yasuda, Muneki, Tanaka, Kazuyuki

Journal:

Philosophical Magazine

Year:

2012

Language:

english

File:

PDF, 355 KB

english, 2012

8

Traffic data reconstruction based on Markov random field modeling

Kataoka, Shun, Yasuda, Muneki, Furtlehner, Cyril, Tanaka, Kazuyuki

Journal:

Inverse Problems

Year:

2014

Language:

english

File:

PDF, 959 KB

english, 2014

9

Replica Analysis of Preferential Urn Model

Ohkubo, Jun, Yasuda, Muneki, Tanaka, Kazuyuki

Journal:

Journal of the Physical Society of Japan

Year:

2006

Language:

english

File:

PDF, 160 KB

english, 2006

10

Statistical Performance Analysis in Probabilistic Image Processing

Kataoka, Shun, Yasuda, Muneki, Tanaka, Kazuyuki

Journal:

Journal of the Physical Society of Japan

Year:

2010

Language:

english

File:

PDF, 100 KB

english, 2010

11

The Relationship between Plefka's Expansion and the Cluster Variation Method

Yasuda, Muneki, Tanaka, Kazuyuki

Journal:

Journal of the Physical Society of Japan

Year:

2006

Language:

english

File:

PDF, 144 KB

english, 2006

12

Estimation of sleep onset and awaking time using a deep neural network with physiological data during sleep

Tsuchiya, Minami, Tanaka, Atsushi, Yasuda, Muneki, Harada, Tomochika, Cho, Seung-Il, Yokoyama, Michio

Journal:

Nonlinear Theory and Its Applications IEICE

Year:

2019

File:

PDF, 1.09 MB

2019

13

[IEEE 2008 International Conference on Computational Intelligence for Modelling Control & Automation - Vienna, Austria (2008.12.10-2008.12.12)] 2008 International Conference on Computational Intelligence for Modelling Control & Automation - Approximate Learning Algorithm for Restricted Boltzmann Machines

Yasuda, Muneki, Tanaka, Kazuyuki

Year:

2008

Language:

english

File:

PDF, 166 KB

english, 2008

14

[IEEE 2008 International Conference on Computational Intelligence for Modelling Control & Automation - Vienna, Austria (2008.12.10-2008.12.12)] 2008 International Conference on Computational Intelligence for Modelling Control & Automation - Statistical Inferences by Gaussian Markov Random Fields on Complex Networks

Tanaka, Kazuyuki, Usui, Takafumi, Yasuda, Muneki

Year:

2008

Language:

english

File:

PDF, 282 KB

english, 2008

15

Susceptibility propagation by using diagonal consistency

Yasuda, Muneki, Tanaka, Kazuyuki

Journal:

Physical Review E

Year:

2013

Language:

english

File:

PDF, 402 KB

english, 2013

16

Bayesian Reconstruction of Missing Observations

KATAOKA, Shun, YASUDA, Muneki, TANAKA, Kazuyuki

Journal:

Interdisciplinary Information Sciences

Year:

2015

File:

PDF, 1.15 MB

2015

17

The mathematical structure of the approximate linear response relation

Yasuda, Muneki, Tanaka, Kazuyuki

Journal:

Journal of Physics A Mathematical and Theoretical

Year:

2007

Language:

english

File:

PDF, 191 KB

english, 2007

18

Inverse Renormalization Group Transformation in Bayesian Image Segmentations

Tanaka, Kazuyuki, Kataoka, Shun, Yasuda, Muneki, Ohzeki, Masayuki

Journal:

Journal of the Physical Society of Japan

Year:

2015

Language:

english

File:

PDF, 785 KB

english, 2015

19

Solving Non-parametric Inverse Problem in Continuous Markov Random Field Using Loopy Belief Propagation

Yasuda, Muneki, Kataoka, Shun

Journal:

Journal of the Physical Society of Japan

Year:

2017

Language:

english

File:

PDF, 2.33 MB

english, 2017

20

Belief Propagation Algorithm for Portfolio Optimization Problems

Shinzato, Takashi, Yasuda, Muneki, Deng, Yong

Journal:

Year:

2015

Language:

english

File:

PDF, 276 KB

english, 2015

21

Perturbative Interpretation of Adaptive Thouless-Anderson-Palmer Free Energy

Yasuda, Muneki, Takahashi, Chako, Tanaka, Kazuyuki

Journal:

Journal of the Physical Society of Japan

Year:

2016

Language:

english

File:

PDF, 63 KB

english, 2016

22

Statistical-mechanical iterative algorithms on complex networks

Ohkubo, Jun, Yasuda, Muneki, Tanaka, Kazuyuki

Journal:

Physical Review E

Year:

2005

Language:

english

File:

PDF, 205 KB

english, 2005

23

Restricted Boltzmann Machine with Multivalued Hidden Variables

Yokoyama, Yuuki, Katsumata, Tomu, Yasuda, Muneki

Journal:

The Review of Socionetwork Strategies

Year:

2019

Language:

english

File:

PDF, 1.65 MB

english, 2019

24

Triangular approximation for Ising model and its application to Boltzmann machine

Muneki Yasuda, Tsuyoshi Horiguchi

Journal:

Physica A: Statistical Mechanics and its Applications

Year:

2006

Language:

english

File:

PDF, 256 KB

english, 2006

25

Community Detection Algorithm Combining Stochastic Block Model and Attribute Data Clustering

Kataoka, Shun, Kobayashi, Takuto, Yasuda, Muneki, Tanaka, Kazuyuki

Journal:

Journal of the Physical Society of Japan

Year:

2016

Language:

english

File:

PDF, 1.73 MB

english, 2016

26

Bayesian Image Denoising with Multiple Noisy Images

Kataoka, Shun, Yasuda, Muneki

Journal:

The Review of Socionetwork Strategies

Year:

2019

Language:

english

File:

PDF, 1.54 MB

english, 2019

27

Erratum: Inverse Problem in Pairwise Markov Random Fields Using Loopy Belief Propagation [J. Phys. Soc. Jpn. 81, 044801 (2012)]

Yasuda, Muneki, Kataoka, Shun, Tanaka, Kazuyuki

Journal:

Journal of the Physical Society of Japan

Year:

2014

Language:

english

File:

PDF, 47 KB

english, 2014

28

Learning Algorithm of Boltzmann Machine Based on Spatial Monte Carlo Integration Method

Journal:

Year:

2018

Language:

english

File:

PDF, 385 KB

english, 2018

29

Learning algorithm in restricted Boltzmann machines using Kullback-Leibler importance estimation procedure

Yasuda, Muneki, Sakurai, Tetsuharu, Tanaka, Kazuyuki

Journal:

Nonlinear Theory and Its Applications IEICE

Year:

2011

Language:

english

File:

PDF, 512 KB

english, 2011

30

Momentum-Space Renormalization Group Transformation in Bayesian Image Modeling by Gaussian Graphical Model

Tanaka, Kazuyuki, Nakamura, Masamichi, Kataoka, Shun, Ohzeki, Masayuki, Yasuda, Muneki

Journal:

Journal of the Physical Society of Japan

Year:

2018

Language:

english

File:

PDF, 860 KB

english, 2018

31

Statistical analysis of the expectation-maximization algorithm with loopy belief propagation in Bayesian image modeling

Kataoka, Shun, Yasuda, Muneki, Tanaka, Kazuyuki, Titterington, D.M.

Journal:

Philosophical Magazine

Year:

2012

Language:

english

File:

PDF, 393 KB

english, 2012

32

[IEEE 2014 22nd International Conference on Pattern Recognition (ICPR) - Stockholm, Sweden (2014.8.24-2014.8.28)] 2014 22nd International Conference on Pattern Recognition - Effective Mean-Field Inference Method for Nonnegative Boltzmann Machines

Year:

2014

Language:

english

File:

PDF, 193 KB

english, 2014

33

Approximate Learning Algorithm in Boltzmann Machines

Yasuda, Muneki, Tanaka, Kazuyuki

Journal:

Neural Computation

Year:

2009

Language:

english

File:

PDF, 468 KB

english, 2009

34

[IEEE 2009 IEEE/SP 15th Workshop on Statistical Signal Processing (SSP) - Cardiff, United Kingdom (2009.08.31-2009.09.3)] 2009 IEEE/SP 15th Workshop on Statistical Signal Processing - Probabilistic image processing by extended Gauss-Markov random fields

Tanaka, Kazuyuki, Morin, Nicolas, Yasuda, Muneki, Titterington, D. M.

Year:

2009

Language:

english

File:

PDF, 448 KB

english, 2009

35

Monte Carlo Integration Using Spatial Structure of Markov Random Field

Journal:

Journal of the Physical Society of Japan

Year:

2015

Language:

english

File:

PDF, 1.80 MB

english, 2015

36

Replica Plefka expansion of Ising systems

Yasuda, Muneki, Kabashima, Yoshiyuki, Tanaka, Kazuyuki

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2012

Language:

english

File:

PDF, 355 KB

english, 2012

37

Statistical performance analysis by loopy belief propagation in Bayesian image modeling

Tanaka, Kazuyuki, Kataoka, Shun, Yasuda, Muneki

Journal:

Journal of Physics Conference Series

Year:

2010

Language:

english

File:

PDF, 653 KB

english, 2010

38

Bayesian Image Segmentations by Potts Prior and Loopy Belief Propagation

Tanaka, Kazuyuki, Kataoka, Shun, Yasuda, Muneki, Waizumi, Yuji, Hsu, Chiou-Ting

Journal:

Journal of the Physical Society of Japan

Year:

2014

Language:

english

File:

PDF, 9.06 MB

english, 2014

39

Boltzmann-Machine Learning of Prior Distributions of Binarized Natural Images

Obuchi, Tomoyuki, Koma, Hirokazu, Yasuda, Muneki

Journal:

Journal of the Physical Society of Japan

Year:

2016

Language:

english

File:

PDF, 2.86 MB

english, 2016

40

Preferential urn model and nongrowing complex networks

Ohkubo, Jun, Yasuda, Muneki, Tanaka, Kazuyuki

Journal:

Physical Review E

Year:

2005

Language:

english

File:

PDF, 170 KB

english, 2005

41

Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov Random Field

YASUDA, Muneki, WATANABE, Junpei, KATAOKA, Shun, TANAKA, Kazuyuki

Journal:

IEICE Transactions on Information and Systems

Year:

2018

Language:

english

File:

PDF, 1.30 MB

english, 2018

42

Empirical Bayes method for Boltzmann machines

Yasuda, Muneki, Obuchi, Tomoyuki

Journal:

Journal of Physics A Mathematical and Theoretical

Year:

2020

File:

PDF, 2.13 MB

2020

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