Fast and Scalable Distributed Loopy Belief Propagation on Real-World Graphs

Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining - WSDM '18 ◽

10.1145/3159652.3159722 ◽

2018 ◽

Author(s):

Saehan Jo ◽

Jaemin Yoo ◽

U Kang

Keyword(s):

Belief Propagation ◽

Loopy Belief Propagation

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Reconstruction of a Real World Social Network using the Potts Model and Loopy Belief Propagation

Frontiers in Psychology ◽

10.3389/fpsyg.2015.01698 ◽

2015 ◽

Vol 6 ◽

Author(s):

Cristian Bisconti ◽

Angelo Corallo ◽

Laura Fortunato ◽

Antonio A. Gentile ◽

Andrea Massafra ◽

...

Keyword(s):

Social Network ◽

Potts Model ◽

Belief Propagation ◽

Loopy Belief Propagation

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Sparse Update for Loopy Belief Propagation: Fast Dense Registration for Large State Spaces

2010 International Conference on Digital Image Computing: Techniques and Applications ◽

10.1109/dicta.2010.97 ◽

2010 ◽

Author(s):

Pengdong Xiao ◽

Nick Barnes ◽

Paulette Lieby ◽

Tiberio Caetano

Keyword(s):

Belief Propagation ◽

State Spaces ◽

Large State ◽

Loopy Belief Propagation

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Exploiting symmetries for scaling loopy belief propagation and relational training

Machine Learning ◽

10.1007/s10994-013-5385-0 ◽

2013 ◽

Vol 92 (1) ◽

pp. 91-132 ◽

Author(s):

Babak Ahmadi ◽

Kristian Kersting ◽

Martin Mladenov ◽

Sriraam Natarajan

Keyword(s):

Belief Propagation ◽

Loopy Belief Propagation ◽

Relational Training

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Very loopy belief propagation for unwrapping phase images

Advances in Neural Information Processing Systems 14 ◽

10.7551/mitpress/1120.003.0099 ◽

2002 ◽

Keyword(s):

Belief Propagation ◽

Phase Images ◽

Loopy Belief Propagation

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Boltzmann Machine Topology Learning for Distributed Sensor Networks Using Loopy Belief Propagation Inference

2008 Seventh International Conference on Machine Learning and Applications ◽

10.1109/icmla.2008.60 ◽

2008 ◽

Author(s):

C. Picus ◽

L. Cambrini ◽

W. Herzner

Keyword(s):

Sensor Networks ◽

Belief Propagation ◽

Boltzmann Machine ◽

Distributed Sensor Networks ◽

Distributed Sensor ◽

Loopy Belief Propagation

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First-Order Phase Transition and Bayesian Image Processing by Loopy Belief Propagation

Progress of Theoretical Physics Supplement ◽

10.1143/ptps.157.288 ◽

2005 ◽

Vol 157 ◽

pp. 288-291 ◽

Author(s):

Kazuyuki Tanaka ◽

D. M. Titterington

Keyword(s):

Phase Transition ◽

Image Processing ◽

Order Phase Transition ◽

Belief Propagation ◽

First Order ◽

First Order Phase Transition ◽

Loopy Belief Propagation ◽

First Order Phase

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Ground Segmentation Based on Loopy Belief Propagation for Sparse 3D Point Clouds

2015 International Conference on 3D Vision ◽

10.1109/3dv.2015.76 ◽

2015 ◽

Author(s):

Mingfang Zhang ◽

Daniel D. Morris ◽

Rui Fu

Keyword(s):

Belief Propagation ◽

Point Clouds ◽

3D Point Clouds ◽

Ground Segmentation ◽

Loopy Belief Propagation

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Accuracy of Loopy belief propagation in Gaussian models

Neural Networks ◽

10.1016/j.neunet.2009.01.003 ◽

2009 ◽

Vol 22 (4) ◽

pp. 385-394 ◽

Author(s):

Yu Nishiyama ◽

Sumio Watanabe

Keyword(s):

Belief Propagation ◽

Gaussian Models ◽

Loopy Belief Propagation

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Single-channel speech separation and recognition using loopy belief propagation

2009 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2009.4960466 ◽

2009 ◽

Author(s):

Steven J. Rennie ◽

John R. Hershey ◽

Peder A. Olsen

Keyword(s):

Belief Propagation ◽

Single Channel ◽

Speech Separation ◽

Loopy Belief Propagation

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Message error analysis of loopy belief propagation

2010 IEEE International Conference on Acoustics, Speech and Signal Processing ◽

10.1109/icassp.2010.5495075 ◽

2010 ◽

Author(s):

Xiangqiong Shi ◽

Dan Schonfeld ◽

Daniela Tuninetti

Keyword(s):

Error Analysis ◽

Belief Propagation ◽

Loopy Belief Propagation

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