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Aurélien Decelle - Publications

Affiliations: 
2008-2011 Université Paris-Sud 11, Orsay, Bures-sur-Yvette, Île-de-France, France 
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16 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Decelle A, Furtlehner C. Gaussian-spherical restricted Boltzmann machines Journal of Physics a: Mathematical and Theoretical. 53: 184002. DOI: 10.1088/1751-8121/Ab79F3  0.349
2020 Bonnaire T, Aghanim N, Decelle A, Douspis M. T-ReX: a graph-based filament detection method Astronomy & Astrophysics. 637: A18. DOI: 10.1051/0004-6361/201936859  0.343
2019 Decelle A, Martin-Mayor V, Seoane B. Learning a local symmetry with neural networks. Physical Review. E. 100: 050102. PMID 31869906 DOI: 10.1103/Physreve.100.050102  0.318
2018 Decelle A, Fissore G, Furtlehner C. Thermodynamics of Restricted Boltzmann Machines and Related Learning Dynamics Journal of Statistical Physics. 172: 1576-1608. DOI: 10.1007/S10955-018-2105-Y  0.35
2016 Decelle A, Ricci-Tersenghi F. Solving the inverse Ising problem by mean-field methods in a clustered phase space with many states. Physical Review. E. 94: 012112. PMID 27575082 DOI: 10.1103/Physreve.94.012112  0.33
2016 Furtlehner C, Decelle A. Cycle-Based Cluster Variational Method for Direct and Inverse Inference Journal of Statistical Physics. 164: 531-574. DOI: 10.1007/S10955-016-1566-0  0.312
2015 Decelle A, Zhang P. Inference of the sparse kinetic Ising model using the decimation method. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 91: 052136. PMID 26066148 DOI: 10.1103/Physreve.91.052136  0.386
2015 Yamanaka S, Ohzeki M, Decelle A. Detection of cheating by decimation algorithm Journal of the Physical Society of Japan. 84. DOI: 10.7566/Jpsj.84.024801  0.301
2014 Decelle A, Parisi G, Rocchi J. Ensemble renormalization group for the random-field hierarchical model. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 89: 032132. PMID 24730815 DOI: 10.1103/Physreve.89.032132  0.504
2014 Decelle A, Ricci-Tersenghi F. Pseudolikelihood decimation algorithm improving the inference of the interaction network in a general class of Ising models. Physical Review Letters. 112: 070603. PMID 24579583 DOI: 10.1103/Physrevlett.112.070603  0.448
2014 Decelle A, Krzakala F. Belief-propagation-guided Monte-Carlo sampling Physical Review B. 89. DOI: 10.1103/Physrevb.89.214421  0.36
2011 Decelle A, Krzakala F, Moore C, Zdeborová L. Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 84: 066106. PMID 22304154 DOI: 10.1103/Physreve.84.066106  0.375
2011 Castellana M, Decelle A, Zarinelli E. Extreme value statistics distributions in spin glasses. Physical Review Letters. 107: 275701. PMID 22243317 DOI: 10.1103/Physrevlett.107.275701  0.46
2011 Decelle A, Krzakala F, Moore C, Zdeborová L. Inference and phase transitions in the detection of modules in sparse networks. Physical Review Letters. 107: 065701. PMID 21902340 DOI: 10.1103/Physrevlett.107.065701  0.368
2010 Castellana M, Decelle A, Franz S, Mézard M, Parisi G. Hierarchical random energy model of a spin glass. Physical Review Letters. 104: 127206. PMID 20366564 DOI: 10.1103/Physrevlett.104.127206  0.63
2009 Zdeborová L, Decelle A, Chertkov M. Message passing for optimization and control of a power grid: model of a distribution system with redundancy. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 80: 046112. PMID 19905395 DOI: 10.1103/Physreve.80.046112  0.328
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