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Shun Kataoka

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

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Mar 20, 2018
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Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov Random Field

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Oct 20, 2017
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Solving Non-parametric Inverse Problem in Continuous Markov Random Field using Loopy Belief Propagation

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Mar 28, 2017
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Community Detection Algorithm Combining Stochastic Block Model and Attribute Data Clustering

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Jul 21, 2016
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Statistical Analysis of Loopy Belief Propagation in Random Fields

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Sep 13, 2015
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Bayesian Reconstruction of Missing Observations

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Mar 26, 2015
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Inverse Renormalization Group Transformation in Bayesian Image Segmentations

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Jan 05, 2015
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Bayesian image segmentations by Potts prior and loopy belief propagation

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Aug 18, 2014
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Composite Likelihood Estimation for Restricted Boltzmann machines

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Jun 24, 2014
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Traffic data reconstruction based on Markov random field modeling

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Jun 27, 2013
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