Search Results - "approximate message-passing algorithm"

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    Contributors: Xiao, Fangqing Zhao, Zilu Slock, Dirk et al.

    Source: ISSN: 1932-4553 ; IEEE Journal of Selected Topics in Signal Processing ; https://hal.science/hal-05045244 ; IEEE Journal of Selected Topics in Signal Processing, 2024, 18 (5), pp.950-963. ⟨10.1109/JSTSP.2024.3491580⟩.

    Relation: info:eu-repo/grantAgreement//01MJ22008A/EU/5G-OPERA/5G-OPERA; info:eu-repo/grantAgreement//101094831/EU/Telecommunications and Computer Vision Convergence Tools for Research Infrastructures/CONVERGE

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    Source: Guo, C & Davies, M E 2015, ' Near Optimal Compressed Sensing Without Priors : Parametric SURE Approximate Message Passing ', IEEE Transactions on Signal Processing, vol. 63, no. 8, pp. 2130-2141 . https://doi.org/10.1109/TSP.2015.2408569

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    Source: https://theses.hal.science/tel-01224747 ; Information Theory [math.IT]. Université Paris Diderot, 2015. English. ⟨NNT : ⟩.

    Relation: info:eu-repo/grantAgreement/EC/FP7/307087/EU/Statistical Physics Approach to Reconstruction in Compressed Sensing/SPARCS

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    Authors: Barbier, Jean

    Contributors: Barbier, Jean

    Subject Terms: canal Gaussien, [MATH.MATH-PR] Mathematics [math]/Probability [math.PR], cavity method, [INFO.INFO-TS] Computer Science [cs]/Signal and Image Processing, Bayesian inference, [INFO.INFO-DS] Computer Science [cs]/Data Structures and Algorithms [cs.DS], méthode des répliques, sparse superposition codes, [MATH.MATH-IT] Mathematics [math]/Information Theory [math.IT], [PHYS.COND.CM-SM] Physics [physics]/Condensed Matter [cond-mat]/Statistical Mechanics [cond-mat.stat-mech], state evolution analysis, [STAT.AP] Statistics [stat]/Applications [stat.AP], analyse d'évolution des états, disordered systems, Physique statistique, error correcting codes, estimation linéaire, systèmes désordonnés, codes correcteurs d'erreurs, signal processing, [MATH.MATH-ST] Mathematics [math]/Statistics [math.ST], compressed sensing, spatial coupling, parcimonie approximative, algo- rithme approximé de passage de messages, sparsity, traitement du signal, Gaussian channel, apprentissage statistique, théorie du codage, [PHYS.COND.CM-DS-NN] Physics [physics]/Condensed Matter [cond-mat]/Disordered Systems and Neural Networks [cond-mat.dis-nn], parcimonie, statistical learning, couplage spatial, [INFO.INFO-DM] Computer Science [cs]/Discrete Mathematics [cs.DM], linear estimation, théorie du champ moyen, acquisition comprimée, méthode de la cavité, mean field theory, approx- imate sparsity, inférence Bayesienne, approximate message passing algorithm, Statistical physics, replica method, [INFO.INFO-IT] Computer Science [cs]/Information Theory [cs.IT], coding theory, codes de superposition parcimonieuse

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