S. Kataoka

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All published works

Action	Title	Year	Authors
+	Momentum-Space Renormalization Group Transformation in Bayesian Image Modeling by Gaussian Graphical Model	2018	Kazuyuki Tanaka Masamichi Nakamura S. Kataoka Masayuki Ohzeki Muneki Yasuda
+ PDF Chat	Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov Random Field	2018	Muneki Yasuda Junpei Watanabe S. Kataoka Kazuyuki Tanaka
+ PDF Chat	Solving Non-parametric Inverse Problem in Continuous Markov Random Field Using Loopy Belief Propagation	2017	Muneki Yasuda S. Kataoka
+ PDF Chat	Community Detection Algorithm Combining Stochastic Block Model and Attribute Data Clustering	2016	S. Kataoka Takuto Kobayashi Muneki Yasuda Kazuyuki Tanaka
+ PDF Chat	Statistical analysis of loopy belief propagation in random fields	2015	Muneki Yasuda S. Kataoka Kazuyuki Tanaka
+	Statistical Analysis of Loopy Belief Propagation based on Replica Cluster Variation Method.	2015	Muneki Yasuda S. Kataoka Kazuyuki Tanaka
+ PDF Chat	Inverse Renormalization Group Transformation in Bayesian Image Segmentations	2015	Kazuyuki Tanaka S. Kataoka Muneki Yasuda Masayuki Ohzeki
+ PDF Chat	Bayesian Reconstruction of Missing Observations	2015	S. Kataoka Muneki Yasuda Kazuyuki Tanaka
+ PDF Chat	Bayesian Image Segmentations by Potts Prior and Loopy Belief Propagation	2014	Kazuyuki Tanaka S. Kataoka Muneki Yasuda Yuji Waizumi Chiou-Ting Hsu
+	Composite Likelihood Estimation for Restricted Boltzmann machines	2014	Muneki Yasuda S. Kataoka Yuji Waizumi Kazuyuki Tanaka
+ PDF Chat	Traffic data reconstruction based on Markov random field modeling	2014	S. Kataoka Muneki Yasuda Cyril Furtlehner Kazuyuki Tanaka
+	Composite Likelihood Estimation for Restricted Boltzmann machines	2014	Muneki Yasuda S. Kataoka Yuji Waizumi Kazuyuki Tanaka
+	Bayesian Reconstruction of Missing Observations	2014	S. Kataoka Muneki Yasuda Kazuyuki Tanaka
+	Statistical Analysis of Gaussian Image Inpainting Problems	2012	S. Kataoka Muneki Yasuda Kazuyuki Tanaka
+	Statistical analysis of the expectation-maximization algorithm with loopy belief propagation in Bayesian image modeling	2011	S. Kataoka Muneki Yasuda Kazuyuki Tanaka D. M. Titterington

Common Coauthors

Coauthor	Papers Together
Muneki Yasuda	15
Kazuyuki Tanaka	14
Yuji Waizumi	3
Masayuki Ohzeki	2
Masamichi Nakamura	1
Cyril Furtlehner	1
Takuto Kobayashi	1
Junpei Watanabe	1
D. M. Titterington	1
Chiou-Ting Hsu	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Statistical-mechanical approach to image processing	2002	Kazuyuki Tanaka	6
+ PDF Chat	Cluster variation method in statistical physics and probabilistic graphical models	2005	Alessandro Pelizzola	5
+	A Theory of Cooperative Phenomena	1951	Ryoichi Kikuchi	3
+	Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm	1977	A. P. Dempster N. M. Laird Donald B. Rubin	3
+	Bayesian Image Modeling by Means of a Generalized Sparse Prior and Loopy Belief Propagation	2012	Kazuyuki Tanaka Muneki Yasuda D. M. Titterington	2
+ PDF Chat	Replica Cluster Variational Method	2010	Tommaso Rizzo Alejandro Lage-Castellanos Roberto Mulet Federico Ricci‐Tersenghi	2
+	Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images	1984	Stuart Geman Donald Geman	2
+ PDF Chat	Traffic data reconstruction based on Markov random field modeling	2014	S. Kataoka Muneki Yasuda Cyril Furtlehner Kazuyuki Tanaka	2
+ PDF Chat	Statistical mechanics of image restoration and error-correcting codes	1999	Hidetoshi Nishimori K. Y. Michael Wong	2
+	Statistical Analysis of Gaussian Image Inpainting Problems	2012	S. Kataoka Muneki Yasuda Kazuyuki Tanaka	2
+ PDF Chat	Emergence of Scaling in Random Networks	1999	Albert‐László Barabási Réka Albert	1
+	Variational principle for the distribution function of the effective field for the random Ising model in the Bethe approximation	1979	T. Morita	1
+ PDF Chat	Community detection as an inference problem	2006	M. B. Hastings	1
+ PDF Chat	Statistical mechanics of community detection	2006	Juergen Reichardt Stefan Bornholdt	1
+	Triangular approximation for Ising model and its application to Boltzmann machine	2006	Muneki Yasuda Tsuyoshi Horiguchi	1
+	Frustration effect on the d-dimensional Ising spin glass. II. Existence of the spin glass phase	1980	Satoshi Fujiki Seiichiro Katsura	1
+ PDF Chat	Approximate inverse Ising models close to a Bethe reference point	2013	Cyril Furtlehner	1
+ PDF Chat	Model selection for degree-corrected block models	2014	Xiaoran Yan Cosma Rohilla Shalizi Jacob E Jensen Florent Krząkała Cristopher Moore Lenka Zdeborová Pan Zhang Yaojia Zhu	1
+	Accuracy of the Bethe approximation for hyperparameter estimation in probabilistic image processing	2004	Kazuyuki Tanaka Hayaru Shouno Masato Okada D. M. Titterington	1
+	Finding community structure in very large networks	2004	Aaron Clauset M. E. J. Newman Cristopher Moore	1
+ PDF Chat	Image restoration using the chiral Potts spin glass	1999	Domenico Carlucci Jun‐ichi Inoue	1
+ PDF Chat	Statistical field theory	1989	R. F. Bishop	1
+	Random-field instability of the ferromagnetic state	1977	T. Schneider E. Pytte	1
+	Statistical analysis of the expectation-maximization algorithm with loopy belief propagation in Bayesian image modeling	2011	S. Kataoka Muneki Yasuda Kazuyuki Tanaka D. M. Titterington	1
+ PDF Chat	Mean Field Approximation for Fields of Experts	2013	Muneki Yasuda Kazuyuki Tanaka	1
+ PDF Chat	Fast algorithm for detecting community structure in networks	2004	M. E. J. Newman	1
+ PDF Chat	Finding and evaluating community structure in networks	2004	Michelle G. Newman Michelle Girvan	1
+ PDF Chat	Small-correlation expansions for the inverse Ising problem	2009	Vitor Sessak Rémi Monasson	1
+ PDF Chat	Statistical physics of pairwise probability models	2009	Yasser Roudi Erik Aurell Erik Aurell John Hertz John Hertz	1
+ PDF Chat	Variational Bayes for estimating the parameters of a hidden Potts model	2008	Clare A. McGrory D. M. Titterington R. Reeves A. N. Pettitt	1
+ PDF Chat	Cooperative Game Theory Approaches for Network Partitioning	2017	Konstantin Avrachenkov Aleksei Y. Kondratev Vladimir V. Mazalov	1
+ PDF Chat	Stochastic blockmodels and community structure in networks	2011	Brian Karrer M. E. J. Newman	1
+ PDF Chat	Community detection in graphs	2009	Santo Fortunato	1
+ PDF Chat	Fast unfolding of communities in large networks	2008	Vincent D. Blondel Jean‐Loup Guillaume Renaud Lambiotte Etienne Lefebvre	1
+	Probabilistic image processing by means of the Bethe approximation for the<i>Q</i>-Ising model	2003	Kazuyuki Tanaka Jun-ichi Inoue D. M. Titterington	1
+ PDF Chat	Clustering based on random graph model embedding vertex features	2010	Hugo Zanghi Stevenn Volant Christophe Ambroise	1
+	Model Selection Through Sparse Maximum Likelihood Estimation for Multivariate Gaussian or Binary Data	2008	Onureena Banerjee Laurent El Ghaoui Alexandre d’Aspremont	1
+	Inductive Principles for Restricted Boltzmann Machine Learning	2010	Benjamin M. Marlin Kevin Swersky Bo Chen Nando de Freitas	1
+ PDF Chat	Steerable Discrete Cosine Transform	2015	Giulia Fracastoro Enrico Magli	1
+ PDF Chat	Approximating the XY model on a random graph with a<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"><mml:mi>q</mml:mi></mml:math>-state clock model	2017	Cosimo Lupo Federico Ricci‐Tersenghi	1
+	Composite Likelihood Methods	2012	Harry Joe Nancy Reid Peter Xuekun David Firth	1
+	Statistical Analysis of Non-Lattice Data	1975	Julian Besag	1
+ PDF Chat	Steerable Discrete Cosine Transform	2016	Giulia Fracastoro Sophie M. Fosson Enrico Magli	1
+ PDF Chat	Constraint satisfaction problems and neural networks: A statistical physics perspective	2009	Marc Mézard Thierry Mora	1
+ PDF Chat	Replica cluster variational method: the replica symmetric solution for the 2D random bond Ising model	2013	Alejandro Lage-Castellanos Roberto Mulet Federico Ricci‐Tersenghi Tommaso Rizzo	1
+ PDF Chat	Bayesian Image Segmentations by Potts Prior and Loopy Belief Propagation	2014	Kazuyuki Tanaka S. Kataoka Muneki Yasuda Yuji Waizumi Chiou-Ting Hsu	1
+ PDF Chat	Gaussian belief propagation solver for systems of linear equations	2008	Ori Shental Paul H. Siegel Jack K. Wolf Danny Bickson Danny Dolev	1
+ PDF Chat	Bethe–Peierls approximation and the inverse Ising problem	2012	H. Chau Nguyen Johannes Berg	1
+ PDF Chat	An Information Flow Model for Conflict and Fission in Small Groups	1977	Wayne Zachary	1
+ PDF Chat	Community Detection in Networks with Node Attributes	2013	Jaewon Yang Julian McAuley Jure Leskovec	1