Composite likelihood estimation for restricted Boltzmann machines. - Muneki Yasuda; Shun Kataoka; Yuji Waizumi; Kazuyuki Tanaka (ICPR, 2012)

Traffic data reconstruction based on Markov random field modeling. - Shun Kataoka; Muneki Yasuda; Cyril Furtlehner; Kazuyuki Tanaka (CoRR, 2013)

Bayesian image segmentations by Potts prior and loopy belief propagation. - Kazuyuki Tanaka; Shun Kataoka; Muneki Yasuda; Yuji Waizumi; Chiou-Ting Hsu (CoRR, 2014)

Inverse Renormalization Group Transformation in Bayesian Image Segmentations. - Kazuyuki Tanaka; Shun Kataoka; Muneki Yasuda; Masayuki Ohzeki (CoRR, 2015)

Statistical Analysis of Loopy Belief Propagation based on Replica Cluster Variation Method. - Muneki Yasuda; Shun Kataoka; Kazuyuki Tanaka (CoRR, 2015)

Community Detection Algorithm Combining Stochastic Block Model and Attribute Data Clustering. - Shun Kataoka; Takuto Kobayashi; Muneki Yasuda; Kazuyuki Tanaka (CoRR, 2016)

Solving Non-parametric Inverse Problem in Continuous Markov Random Field using Loopy Belief Propagation. - Muneki Yasuda; Shun Kataoka (CoRR, 2017)

Momentum-Space Renormalization Group Transformation in Bayesian Image Modeling by Gaussian Graphical Model. - Kazuyuki Tanaka; Masamichi Nakamura; Shun Kataoka; Masayuki Ohzeki; Muneki Yasuda (CoRR, 2018)

Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov Random Field. - Muneki Yasuda; Junpei Watanabe; Shun Kataoka; Kazuyuki Tanaka (IEICE Trans. Inf. Syst., 2018)

Bayesian Image Denoising with Multiple Noisy Images. - Shun Kataoka; Muneki Yasuda (Rev. Socionetwork Strateg., 2019)

Preface for the Special Issue on the Project "Foundation of Innovative Algorithms for Big Data". - Naoki Katoh; Yuya Higashikawa; Hiro Ito; Shun Kataoka; Takuya Kida; Toshiki Saitoh; Tetsuo Shibuya; Kazuyuki Tanaka; Yushi Uno (Rev. Socionetwork Strateg., 2019)