Aurélien Decelle
TitleCited byYear
Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications
A Decelle, F Krzakala, C Moore, L Zdeborová
Physical Review E 84 (6), 066106, 2011
5362011
Inference and phase transitions in the detection of modules in sparse networks
A Decelle, F Krzakala, C Moore, L Zdeborová
Physical Review Letters 107 (6), 065701, 2011
3012011
Pseudolikelihood decimation algorithm improving the inference of the interaction network in a general class of ising models
A Decelle, F Ricci-Tersenghi
Physical review letters 112 (7), 070603, 2014
562014
Hierarchical random energy model of a spin glass
M Castellana, A Decelle, S Franz, M Mézard, G Parisi
Physical review letters 104 (12), 127206, 2010
502010
Archimedean lattices in the bound states of wave interacting particles
A Eddi, A Decelle, E Fort, Y Couder
EPL (Europhysics Letters) 87 (5), 56002, 2009
452009
Message passing for optimization and control of a power grid: Model of a distribution system with redundancy
L Zdeborová, A Decelle, M Chertkov
Physical Review E 80 (4), 046112, 2009
242009
Detection of cheating by decimation algorithm
S Yamanaka, M Ohzeki, A Decelle
Journal of the Physical Society of Japan 84 (2), 024801, 2015
162015
Spectral Dynamics of Learning Restricted Boltzmann Machines
A Decelle, G Fissore, C Furtlehner
arXiv preprint arXiv:1708.02917, 2017
152017
Extreme value statistics distributions in spin glasses
M Castellana, A Decelle, E Zarinelli
Physical review letters 107 (27), 275701, 2011
132011
Solving the inverse Ising problem by mean-field methods in a clustered phase space with many states
A Decelle, F Ricci-Tersenghi
Physical Review E 94 (1), 012112, 2016
112016
Ensemble renormalization group for the random-field hierarchical model
A Decelle, G Parisi, J Rocchi
Physical Review E 89 (3), 032132, 2014
92014
Thermodynamics of restricted Boltzmann machines and related learning dynamics
A Decelle, G Fissore, C Furtlehner
Journal of Statistical Physics 172 (6), 1576-1608, 2018
72018
Inference of the sparse kinetic Ising model using the decimation method
A Decelle, P Zhang
Physical Review E 91 (5), 052136, 2015
52015
Belief-propagation-guided Monte-Carlo sampling
A Decelle, F Krzakala
Physical Review B 89 (21), 214421, 2014
52014
Multidimensional decision model for classifying learners: the case of massive online open courses (MOOCs)
I Brigui-Chtioui, P Caillou
Journal of Decision Systems 26 (2), 170-188, 2017
32017
Computational Complexity, Phase Transitions, and Message-Passing for Community Detection
A Decelle, J Hüttel, A Saade, C Moore
arXiv preprint arXiv:1409.2290, 2014
32014
Statistical physics of disordered networks-Spin Glasses on hierarchical lattices and community inference on random graphs
A Decelle
Paris 11, 2011
32011
Data quality for the inverse lsing problem
A Decelle, F Ricci-Tersenghi, P Zhang
Journal of Physics A: Mathematical and Theoretical 49 (38), 384001, 2016
22016
Cycle-based cluster variational method for direct and inverse inference
C Furtlehner, A Decelle
Journal of Statistical Physics 164 (3), 531-574, 2016
22016
Inverse problems for structured datasets using parallel TAP equations and RBM
A Decelle, S Hwang, J Rocchi, D Tantari
arXiv preprint arXiv:1906.11988, 2019
12019
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Articles 1–20