Search Results - ISING model

Academic Journal

Learning Multiple Belief Propagation Fixed Points for Real Time Inference

Authors: Furtlehner, Cyril, Lasgouttes, Jean-Marc, Auger, Anne

Contributors: Machine Learning and Optimisation (TAO), Laboratoire de Recherche en Informatique (LRI), Université Paris-Sud - Paris 11 (UP11)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-Université Paris-Sud - Paris 11 (UP11)-CentraleSupélec-Centre National de la Recherche Scientifique (CNRS)-Inria Saclay - Ile de France, Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria), Informatique, Mathématiques et Automatique pour la Route Automatisée (IMARA), Inria Paris-Rocquencourt, ANR-08-SYSC-0017,TRAVESTI,Estimation du volume de Trafic par Inférence Spatio-temporelle(2008)

Superior Title: ISSN: 0378-4371 ; EISSN: 0378-4371.

Subject Terms: Inference, message passing algorithms, Bethe free energy, mean field theory, Ising model, Hopfield model, continuous optimization, [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], [MATH.MATH-PR]Mathematics [math]/Probability [math.PR], [PHYS.COND.CM-DS-NN]Physics [physics]/Condensed Matter [cond-mat]/Disordered Systems and Neural Networks [cond-mat.dis-nn]

Relation: inria-00371372; https://inria.hal.science/inria-00371372; https://inria.hal.science/inria-00371372v2/document; https://inria.hal.science/inria-00371372v2/file/RRLBP08.pdf

Availability: https://doi.org/10.1016/j.physa.2009.08.030
https://inria.hal.science/inria-00371372
https://inria.hal.science/inria-00371372v2/document
https://inria.hal.science/inria-00371372v2/file/RRLBP08.pdf

Zugang prüfen (DOI)

Report

Pairwise MRF Calibration by Perturbation of the Bethe Reference Point

Authors: Furtlehner, Cyril, Han, Yufei, Lasgouttes, Jean-Marc, Martin, Victorin

Superior Title: https://inria.hal.science/hal-00743334 ; [Research Report] RR-8059, INRIA. 2012, pp.35.

Subject Terms: Random Markov Fields, Ising Models, Inference, inverse problem, mean-field, belief propagation, [PHYS.COND.CM-SM]Physics [physics]/Condensed Matter [cond-mat]/Statistical Mechanics [cond-mat.stat-mech], [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]

Relation: Report N°: RR-8059; hal-00743334; https://inria.hal.science/hal-00743334; https://inria.hal.science/hal-00743334/document; https://inria.hal.science/hal-00743334/file/RR-8059.pdf

Availability: https://inria.hal.science/hal-00743334
https://inria.hal.science/hal-00743334/document
https://inria.hal.science/hal-00743334/file/RR-8059.pdf

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