Scaling Hypothesis for the Euclidean Bipartite Matching Problem S Caracciolo, C Lucibello, G Parisi, G Sicuro Physical Review E 90 (1), 012118, 2014 | 90 | 2014 |
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 | 57 | 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 | 55* | 2017 |
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 | 42 | 2023 |
One dimensional Euclidean matching problem: Exact solutions, correlation functions and universality S Caracciolo, G Sicuro Physical Review E 90 (4), 042112, 2014 | 36 | 2014 |
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 | 33 | 2018 |
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 | 29 | 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 | 27 | 2022 |
The Euclidean Matching Problem G Sicuro Università di Pisa, 2014 | 24* | 2014 |
Groups, information theory, and Einstein's likelihood principle G Sicuro, P Tempesta Physical Review E 93 (4), 040101, 2016 | 21 | 2016 |
Random Euclidean matching problems in one dimension S Caracciolo, M d'Achille, G Sicuro Physical Review E 96 (4), 042102, 2017 | 20 | 2017 |
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 |
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 |
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 | 15 | 2022 |
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 |