Gabriele Sicuro

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Sergio CaraccioloProfessore di fisica, Università di MilanoVerified email at mi.infn.it
Giorgio ParisiProfessor of Theoretical Physics, Rome I University "La Sapienza"Verified email at roma1.infn.it
PIERGIULIO TEMPESTAProfessor, Universidad Complutense de Madrid and Instituto de Ciencias Matemáticas (ICMAT)Verified email at ucm.es
Lenka ZdeborováEPFL, SwitzerlandVerified email at epfl.ch
Bruno LoureiroÉcole Normale Supérieure & CNRSVerified email at di.ens.fr
Florent KrzakalaÉcole polytechnique fédérale de LausanneVerified email at epfl.ch
Cedric GerbelotEcole Normale Supérieure de LyonVerified email at ens-lyon.fr
Carlo LucibelloAssistant Professor, Bocconi UniversityVerified email at unibocconi.it
TsallisCentro Brasileiro de Pesquisas Fisicas - Rio de JaneiroVerified email at cbpf.br
Matteo D'AchilleLaboratoire de Mathématiques d’Orsay, Université Paris-SaclayVerified email at college-de-france.fr
Alessandro PaccoLPTMS, Université Paris-SaclayVerified email at universite-paris-saclay.fr
Enrico M. MalatestaAssistant Professor, Bocconi UniversityVerified email at unibocconi.it
Urte AdomaitytePhD Student, King's College LondonVerified email at kcl.ac.uk
Maria RefinettiEcole Normale Supérieure de ParisVerified email at ens.fr
Enzo MarinariProfessor of Theoretical Physics, Sapienza Università di RomaVerified email at uniroma1.it
Francesco ZamponiSapienza Università di RomaVerified email at uniroma1.it
Marc MezardBocconi University MilanoVerified email at unibocconi.it
Federico Ricci-TersenghiProfessor of Theoretical Physics, "La Sapienza" University, RomaVerified email at roma1.infn.it
Patrick CharbonneauDuke UniversityVerified email at duke.edu
Guilhem SemerjianLPT-ENSVerified email at lpt.ens.fr

Gabriele Sicuro

Associate professor, Alma Mater Università di Bologna

Verified email at unibo.it - Homepage

Mathematical Physics Statistical Physics Optimization problems Machine learning


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Scaling Hypothesis for the Euclidean Bipartite Matching Problem S Caracciolo, C Lucibello, G Parisi, G Sicuro Physical Review E 90 (1), 012118, 2014	95	2014
Spin Glass Theory and Far Beyond: Replica Symmetry Breaking after 40 Years P Charbonneau, E Marinari, G Parisi, F Ricci-tersenghi, G Sicuro, ... World Scientific, 2023	82	2023
Learning gaussian mixtures with generalized linear models: Precise asymptotics in high-dimensions B Loureiro, G Sicuro, C Gerbelot, A Pacco, F Krzakala, L Zdeborová Advances in Neural Information Processing Systems 34, 10144-10157, 2021	69	2021
A foundational approach to the Lie theory for fractional order partial differential equations RA Leo, G Sicuro, P Tempesta Fractional Calculus and Applied Analysis 20 (1), 212–231, 2017	63	2017
Mean-field model for the density of states of jammed soft spheres FPC Benetti, G Parisi, F Pietracaprina, G Sicuro Physical Review E 97 (6), 062157, 2018	36	2018
One dimensional Euclidean matching problem: Exact solutions, correlation functions and universality S Caracciolo, G Sicuro Physical Review E 90 (4), 042112, 2014	36	2014
Fluctuations, bias, variance & ensemble of learners: Exact asymptotics for convex losses in high-dimension B Loureiro, C Gerbelot, M Refinetti, G Sicuro, F Krzakala International Conference on Machine Learning, 14283-14314, 2022	33	2022
Scaling hypothesis for the Euclidean bipartite matching problem II. Correlation functions S Caracciolo, G Sicuro Physical Review E 91, 062125, 2015	32	2015
Quadratic stochastic euclidean bipartite matching problem S Caracciolo, G Sicuro Physical review letters 115 (23), 230601, 2015	31	2015
A theorem on the existence of symmetries of fractional PDEs RA Leo, G Sicuro, P Tempesta Comptes Rendus Mathematique 352 (3), 219-222, 2014	31	2014
The Euclidean Matching Problem G Sicuro Università di Pisa, 2014	24*	2014
Random Euclidean matching problems in one dimension S Caracciolo, M d'Achille, G Sicuro Physical Review E 96 (4), 042102, 2017	22	2017
Groups, information theory, and Einstein's likelihood principle G Sicuro, P Tempesta Physical Review E 93 (4), 040101, 2016	21	2016
Nonlinear inhomogeneous Fokker-Planck equations: Entropy and free-energy time evolution G Sicuro, P Rapčan, C Tsallis Physical Review E 94 (6), 062117, 2016	18	2016
Aligning random graphs with a sub-tree similarity message-passing algorithm G Piccioli, G Semerjian, G Sicuro, L Zdeborová Journal of Statistical Mechanics: Theory and Experiment 2022 (6), 063401, 2022	16	2022
Recovery thresholds in the sparse planted matching problem G Semerjian, G Sicuro, L Zdeborová Physical Review E 102 (2), 022304, 2020	16	2020
Finite-size corrections in the random assignment problem S Caracciolo, MP D'Achille, EM Malatesta, G Sicuro Physical Review E 95 (5), 052129, 2017	16	2017
One-loop diagrams in the random Euclidean matching problem C Lucibello, G Parisi, G Sicuro Physical Review E 95 (1), 012302, 2017	16	2017
Anomalous scaling of the optimal cost in the one-dimensional random assignment problem S Caracciolo, M D’achille, G Sicuro Journal of Statistical Physics 174 (4), 846-864, 2019	13	2019
Fluctuations in the random-link matching problem EM Malatesta, G Parisi, G Sicuro Physical Review E 100 (3), 032102, 2019	12	2019

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