Spatial Monte Carlo Integration for Learning Restricted Boltzmann Machine, Proceedings of the 2022 International Symposium on Nonlinear Theory and its Applications, 9-12, 2022.12

Kaiji Sekimoto, Muneki Yasuda

Multiple Authorship (Only Japanese)

Composite Spatial Monte Carlo Integration Based on Generalized Least Squares, Journal of the Physical Society of Japan, 91(11) 114003, 2022.10

Kaiji Sekimoto, Muneki Yasuda

Multiple Authorship (Only Japanese)

Free energy evaluation using marginalized annealed importance sampling, Physical Review E, 106(2) 024127, 2022.08

Muneki Yasuda and Chako Takahashi

Multiple Authorship (Only Japanese)

Hierarchical Gaussian Markov Random Field for Image Denoising, IEICE Transactions on Information and Systems, E105-D(3) 689-699, 2022.03

Yuki Monma, Aro Kan, Muneki Yasuda

Multiple Authorship (Only Japanese)

Analysis on Periodicity of Vital Data during Sleep Using Fast Fourier Transform, Proceedings of the 22th International Symposium on Advanced Intelligent Systems, 1-5, 2021.12

Seung-Il Cho, Atsushi Tanaka, Muneki Yasuda

Multiple Authorship (Including Foreigners)

The association between the subjective satisfaction of sleep and the phase of a 90-minute periodic signal for the wake-up support system, Nonlinear Theory and its Applications (NOLTA), IEICE, 12(3) 464-474, 2021.07

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

Multiple Authorship (Including Foreigners)

Effective Fine-Tuning Training of Deep Boltzmann Machine Based on Spatial Monte Carlo Integration, Nonlinear Theory and its Applications (NOLTA), IEICE, 12(3) 377-390, 2021.07

Tomu Katsumata and Muneki Yasuda

Multiple Authorship (Only Japanese)

Spatial Monte Carlo integration with annealed importance sampling, Physical Review E, 103(5) 052118, 2021.05

Muneki Yasuda and Kaiji Sekimoto

Multiple Authorship (Only Japanese)

Multi-layered Discriminative Restricted Boltzmann Machine with Untrained Probabilistic Layer, Proceedings of the 25th International Conference on Pattern Recognition, 7655-7660, 2021.05

Yuri Kanno and Muneki Yasuda

Multiple Authorship (Only Japanese)

A Generalization of Spatial Monte Carlo Integration, Neural Computation, 33(4) 1037-1062, 2021.03

Muneki Yasuda and Kei Uchizawa

Multiple Authorship (Only Japanese)

A Study on the Correlation Between the Subjective Satisfaction of Sleep and Phase of a 90-Minute Periodic Signal, Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications, 37-39, 2020.11

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

Multiple Authorship (Including Foreigners)

Effective Fine-Tuning Algorithm for Deep Boltzmann Machine, Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications, 29-32, 2020.11

Tomu Katsumata and Muneki Yasuda

Multiple Authorship (Only Japanese)

Visualization and Evaluation of the Relation between the Estimated Sleep Satisfaction Levels using Nonlinear Multiple Regression Analysis and Autonomic Nervous System, Nonlinear Theory and its Applications, IEICE, 11(4) 517-526, 2020.10

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

Multiple Authorship (Including Foreigners)

Consistent Batch Normalization for Weighted Loss in Imbalanced-Data Environment, Nonlinear Theory and its Applications, IEICE, 11(4) 454-465, 2020.10

Muneki Yasuda, Yeo Xian En, and Seishirou Ueno

Multiple Authorship (Including Foreigners)

Adaptive Thouless-Anderson-Palmer equation for higher-order Markov random fields, Journal of the Physical Society of Japan, 89 064007, 2020.05

Chako Takahashi, Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Changing Tendency Analysis of Sleep Quality Based on Temperature and Respiratory Frequency Using Neural Network Model, International Journal of Fuzzy Logic and Intelligent Systems, 20(2) 87-95, 2020.01

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

Multiple Authorship (Including Foreigners)

Empirical Bayes Method for Boltzmann Machines, Journal of Physics A: Mathematical and Theoretical, 53(1) 014004, 2019.12

Muneki Yasuda, Tomoyuki Obuchi

Multiple Authorship (Only Japanese)

Detection of human-interaction network using Markov random field, Nonlinear Theory and its Applications, IEICE, 10(4) 485-495, 2019.10

Muneki Yasuda, Kouta Katou, Yoshitaka Mikuni, Yuuki Yokoyama, Tomochika Harada, Atsushi Tanaka, Michio Yokoyama

Multiple Authorship (Only Japanese)

Estimation of Sleep Onset and Awaking Time Using a Deep Neural Network with Physiological Data during Sleep, Nonlinear Theory and Its Applications, IEICE, 10(4) 366-372, 2019.10

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

Multiple Authorship (Including Foreigners)

Sublinear Computational Time Modeling by Momentum-Space Renormalization Group Theory in Statistical Machine Learning Procedures, The Review of Socionetwork Strategies, 13(2) 281-306, 2019.09

Kazuyuki Tanaka, Masayuki Ohzeki, Muneki Yasuda

Multiple Authorship (Only Japanese)

Bayesian Image Denoising with Multiple Noisy Images, The Review of Socionetwork Strategies, 13(2) 267-280, 2019.07

Shun Kataoka, Muneki Yasuda

Multiple Authorship (Only Japanese)

Restricted Boltzmann Machine with Multivalued Hidden Variables: a model suppressing over-fitting, The Review of Socionetwork Strategies, 13(2) 253-266, 2019.06

Yuuki Yokoyama, Tomu Katsumata, Muneki Yasuda

Multiple Authorship (Only Japanese)

An efficient test method for noise robustness of deep neural networks, Nonlinear Theory and its Applications, IEICE, 10(2) 221-235, 2019.04

Muneki Yasuda, Hironori Sakata, Seung-Il Cho, Tomochika Harada, Atushi Tanaka, Michio Yokoyama

Multiple Authorship (Only Japanese)

Overcoming Chasm Phenomena in Diffusion on Cookpad Community, Proceedings of the 2019 International Symposium on Nonlinear Theory and its Applications (NOLTA2019), accepted , 2019

Atsushi Tanaka, Shin Nagasawa, Muneki Yasuda, Tomochika Harada, Michio Yokoyama

Multiple Authorship (Only Japanese)

A Study on the Relation Between the Estimated Sleep Satisfaction Levels Using Multiple Regression Analysis and Autonomic Nervous System, Proceedings of the 2019 International Symposium on Nonlinear Theory and its Applications (NOLTA2019), accepted , 2019

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

Multiple Authorship (Including Foreigners)

Improvement of Batch Normalization in Imbalanced Data, Proceedings of the 2019 International Symposium on Nonlinear Theory and its Applications (NOLTA2019), accepted , 2019

Muneki Yasuda, Seishirou Ueno

Multiple Authorship (Only Japanese)

Estimation System of Blood Pressure Variation with Photoplethysmography Signals Using Multiple Regression Analysis and Neural Network, INTERNATIONAL JOURNAL OF FUZZY LOGIC AND INTELLIGENT SYSTEMS, 18(4) 229-236, 2018.12

Cho Seung-Il, Negishi Takumi, Tsuchiya Minami, Yasuda Muneki, Yokoyama Michio

Multiple Authorship (Including Foreigners)

Estimation of Correlation between Multiple Parameters and Sleep Satisfaction Using Deep Neural Network for Pleasant Sleeping Support System, Proceedings of the 31th International Conference on Computer Applications in Industry and Engineering (CAINE2018), 26-30, 2018.10

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

Multiple Authorship (Including Foreigners)

Estimation of Awaking Time Using a Deep Neural Network with Physiological Data During Sleep, Proceedings of the 2018 International Symposium on Nonlinear Theory and its Applications (NOLTA2018), 27-30, 2018.09

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

Multiple Authorship (Including Foreigners)

Community Analysis of Social Networks Based on Network Indexes, Proceedings of the 2018 International Symposium on Nonlinear Theory and its Applications (NOLTA2018), 38-41, 2018.09

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

Multiple Authorship (Only Japanese)

Detecting Human-Interaction Networks Based on Statistical Machine Learning and Sparse Modeling, Proceedings of the 2018 International Symposium on Nonlinear Theory and its Applications (NOLTA2018), 34-37, 2018.09

Muneki Yasuda, Yoshitaka Mikuni, Yuuki Yokoyama, Tomochika Harada, Atsushi Tanaka, Michio Yokoyama

Multiple Authorship (Only Japanese)

The Multiple Beacon System for Detection of the Gathering Degree of People in a Certain Place, Proceedings of the 2018 International Symposium on Nonlinear Theory and its Applications (NOLTA2018), 31-33, 2018.09

Tomochika Harada, Michio Yokoyama, Muneki Yasuda, Atsushi Tanaka

Multiple Authorship (Only Japanese)

Estimation System of Blood Pressure Variation Using Multiple Regression Analysis and Neural Network, Advanced Science and Technology Letters, 152 61-64, 2018.08

Seung-Il Cho, Minami Tsuchiya, Muneki Yasuda, Michio Yokoyama

Multiple Authorship (Including Foreigners)

Momentum-Space Renormalization Group Transformation in Bayesian Image Modeling by Gaussian Graphical Model, Journal of the Physical Society of Japan, 87(8) , 2018.08

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

Multiple Authorship (Only Japanese)

Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov Random Field, IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, E101D(6) 1629-1639, 2018.06

Yasuda Muneki, Watanabe Junpei, Kataoka Shun, Tanaka Kazuyuki

Multiple Authorship (Only Japanese)

Learning Algorithm of Boltzmann Machine Based on Spatial Monte Carlo Integration Method, ALGORITHMS, 11(4) 42, 2018.04

Yasuda Muneki

Single Author

A fast test method for noise robustness of deep neural networks, Proceedings of the 2017 International Symposium on Nonlinear Theory and its Applications (NOLTA2017), 46-49, 2017.12

Muneki Yasuda, Hironori Sakata, Seung-Il Cho, Tomochika Harada, Atushi Tanaka, Michio Yokoyama

Multiple Authorship (Only Japanese)

Multiple Sensor Data Acquisition System using Commonly Available Sensor Devices for Sleep and Car Conditions, Proceedings of the 2017 International Symposium on Nonlinear Theory and its Applications (NOLTA2017), 50-53, 2017.12

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

Multiple Authorship (Only Japanese)

Evaluation of Sleep Quality Based on Environmental and Vital Sensor Signals using Big Data Analysis and Deep Learning, Proceedings of the 2017 International Symposium on Nonlinear Theory and its Applications (NOLTA2017), 38-41, 2017.12

Minami Tsuchiya, Atsushi Tanaka, Muneki Yasuda, Tomochika Harada, Michio Yokoyama

Multiple Authorship (Only Japanese)

Analysis of Social Networks and its Evaluation using Big Data Analyzing Technique, Proceedings of the 2017 International Symposium on Nonlinear Theory and its Applications (NOLTA2017), 54-57, 2017.12

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

Multiple Authorship (Only Japanese)

Estimation System of Blood Pressure Variation with Photo-Plethysmograph Signals using Neural Network, Proceedings of the 30th International Conference on Computer Applications in Industry and Engineering (CAINE2017), 155-160, 2017.10

Seung-Il Cho, Takumi Negishi, Muneki Yasuda, Michio Yokoyama

Multiple Authorship (Including Foreigners)

Solving Non-parametric Inverse Problem in Continuous Markov Random Field using Loopy Belief Propagation, Journal of the Physical Society of Japan, 86(8) 084806, 2017.07

Muneki Yasuda, Shun Kataoka

Multiple Authorship (Only Japanese)

Boltzmann-machine learning of prior distributions of binarized natural images, Journal of the Physical Society of Japan, 85(11) 114803, 2016.10

Tomoyuki Obuchi, Hirokazu Koma, Muneki Yasuda

Multiple Authorship (Only Japanese)

Community Detection Algorithm Combining Stochastic Block Model and Attribute Data Clustering, Journal of the Physical Society of Japan, 85(11) 114802, 2016.10

Shun Kataoka, Takuto Kobayashi, Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Perturbative Interpretation of Adaptive Thouless-Anderson-Palmer Free Energy, Journal of the Physical Society of Japan, 85(7) 075001, 2016.06

Muneki Yasuda, Chako Takahashi, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Relationship between PreTraining and Maximum Likelihood Estimation in Deep Boltzmann Machines, Proceedings of the 19th International Conference on Artificial Intelligence and Statistics (AISTATS2016), 51 582-590, 2016.05

Muneki Yasuda

Single Author

Mean-Field Inference in Gaussian Restricted Boltzmann Machine, Journal of the Physical Society of Japan, 85(3) 034001, 2016.02

Chako Takahashi, Muneki Yasuda

Multiple Authorship (Only Japanese)

Statistical analysis of loopy belief propagation in random fields, Physical Review E, 92(4) 042120, 2015.10

Muneki Yasuda, Shun Kataoka, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Belief Propagation Algorithm for Portfolio Optimization Problems, PLoS ONE, 10(8) e0134968, 2015.08

Takashi Shinzato, Muneki Yasuda

Multiple Authorship (Only Japanese)

Bayesian Reconstruction of Missing Observations, Interdisciplinary Information Sciences, 21(1) 11-23, 2015.03

Shun Kataoka, Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Inverse Renormalization Group Transformation in Bayesian Image Segmentations, Journal of the Physical Society of Japan, 84(4) 045001, 2015.03

Kazuyuki Tanaka, Shun Kataoka, Muneki Yasuda, Masayuki Ohzeki

Multiple Authorship (Only Japanese)

Monte Carlo Integration Using Spatial Structure of Markov Random Field, Journal of the Physical Society of Japan, 84(3) 034001, 2015.02

Muneki Yasuda

Single Author

Bayesian image segmentations by Potts prior and loopy belief propagation, Journal of the Physical Society of Japan, 83(12) 124002, 2014.11

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

Multiple Authorship (Including Foreigners)

Effective Mean-Field Inference Method for Nonnegative Boltzmann Machines, Proceedings of 22nd International Conference on Pattern Recognition (ICPR2014), 3600-3605, 2014.08

Muneki Yasuda

Single Author

Traffic data reconstruction based on Markov random field modeling, Inverse Problems, 30 025003, 2014.01

Shun Kataoka, Muneki Yasuda, Cyril Furtlehner, Kazuyuki Tanaka

Multiple Authorship (Including Foreigners)

Community Detection based on Markov Random Field using Node Attributes, Proceedings of CIMCA-IAWTIC'14, 38-43, 2014

Shun Kataoka, Takuto Kobayashi, Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Mean Field Approximation for Fields of Experts, Interdisciplinary Information Sciences, 19(1) 113-119, 2013.08

Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Susceptibility propagation by using diagonal consistency, Physical Review E, 87(1) 012134, 2013.01

Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

A Generalization of Improved Susceptibility Propagation, Journal of Physics: Conference Series, 473 012006, 2013

Muneki Yasuda

Single Author

Pseudo Temperature of Observed Data, Interdisciplinary Information Sciences, 18(2) 185-188, 2012.12

Muneki Yasuda

Single Author

Learning Algorithm for Boltzmann Machines using Max-Product Algorithm and Pseudo-Likelihood, Interdisciplinary Information Sciences, 18(1) 55-63, 2012.12

Muneki Yasuda, Junya Tannai, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Composite Likelihood Estimation for Restricted Boltzmann machines, Proceedings of 21st International Conference on Pattern Recognition (ICPR2012), 2234-2237, 2012.11

Muneki Yasuda, Shun Kataoka, Yuji Waizumi, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Bayesian image modeling by means of a generalized sparse prior, Journal of the Physical Society of Japan, 81(11) 114802, 2012.10

Kazuyuki Tanaka, Muneki Yasuda, D. M. Titterington

Multiple Authorship (Including Foreigners)

Replica Plefka Expansion of Ising systems, Journal of Statistical Mechanics Theory and Experiment, 2012 P04002, 2012.04

Muneki Yasuda, Yoshiyuki Kabashima, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Inverse Problem in Pairwise Markov Random Fields using Loopy Belief Propagation, Journal of the Physical Society of Japan, 81(4) 044801, 2012.03

Muneki Yasuda, Shun Kataoka, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Statistical analysis of Gaussian image inpainting problems, Journal of the Physical Society of Japan, 81(2) 025001, 2012.02

Shun Kataoka, Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

TAP Equation for Nonnegative Boltzmann Machine, Philosophical Magazine, 92(1-3) 192-209, 2011.12

Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Statistical analysis of the expectation-maximization algorithm with loopy belief propagation in Bayesian image modeling, Philosophical Magazine, 92(1-3) 50-63, 2011.11

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

Multiple Authorship (Including Foreigners)

Learning Algorithm in Restricted Boltzmann Machines using Kullback-Leibler Importance Estimation Procedure, Nonlinear Theory and Its Applications, IEICE, 2(2) 153-164, 2011.04

Muneki Yasuda, Tetsuharu Sakurai, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Statistical Performance Analysis in Probabilistic Image Processing, Journal of the Physical Society of Japan, 79(2) 025001, 2010.01

Shun Kataoka, Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Statistical performance analysis by loopy belief propagation in Bayesian image modeling, Journal of Physics: Conference Series, 233(1) 012013, 2010

Kazuyuki Tanaka, Shun Kataoka, Muneki Yasuda

Multiple Authorship (Only Japanese)

Approximate Learning Algorithm in Boltzmann Machines, Neural Computation, 21(11) 3130-3178, 2009.10

Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Probabilistic image processing by extended Gauss-Markov random fields, Proceedings of IEEE/SP 15th Workshop on Statistical Signal Processing, 618-621, 2009.08

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

Multiple Authorship (Including Foreigners)

Approximate Learning Algorithm for Restricted Boltzmann Machines, Proceedings of CIMCA-IAWTIC'08, 692-697, 2008.12

Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Statistical Inferences by Gaussian Markov Random Fields on Complex Networks, Proceedings of CIMCA-IAWTIC'08, 214-219, 2008.12

Kazuyuki Tanaka, Takafumi Usui, Muneki Yasuda

Multiple Authorship (Only Japanese)

The Mathematical Structure of the Approximate Linear Response Relation, Journal of Physics A: Mathematical and Theoretical, 40(33) 9993-10007, 2007.08

Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Boltzmann Machines with Bounded Continuous Random Variables, Interdisciplinary Information Sciences, 13(1) 25-31, 2007.04

Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

The Relationship between Plefka's Expansion and the Cluster Variation Method, Journal of the Physical Society of Japan, 75(8) 084006, 2006.08

Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Triangular approximation for information Ising model and its application to Boltzmann machine, Physica A, 368(1) 83-95, 2006.08

Muneki Yasuda, Tsuyoshi Horiguchi

Multiple Authorship (Only Japanese)

Replica Analysis of Preferential Urn Model, Journal of the Physical Society of Japan, 75(7) 074802, 2006.04

Jun Ohkubo, Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Preferential Urn Model and Nongrowing Complex Networks, Physical Review E, 72(6) 065104, 2005.12

Jun Ohkubo, Muneki Yasuda and Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Digital Image Inpainting based on Markov Random Field, Proceedings of CIMCA-IAWTIC'06, 2 747-752, 2005.11

Muneki Yasuda, Jun Ohkubo, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)

Statistical-Mechanical Iterative Algorithms on Complex Networks, Physical Review E, 72(4) 04135, 2005.10

Jun Ohkubo, Muneki Yasuda, Kazuyuki Tanaka

Multiple Authorship (Only Japanese)