vai alle Pubblicazioni
Publications prior to 2004
Books
Patrick Charbonneau, Enzo Marinari, Marc Mézard, Giorgio Parisi, Federico Ricci-Tersenghi, Gabriele Sicuro, Francesco Zamponi (Editors), Spin Glass Theory and Far Beyond: Replica Symmetry Breaking After 40 Years, World Scientific, 2023.
Selected papers.
An updated & complete list can be found here.
U. Adomaityte, G. Sicuro, P. Vivo, Classification of Superstatistical Features in High Dimensions, Advances in Neural Information Processing Systems 37, in press 2023 (arXiv).
B. Loureiro, C. Gerbelot, M. Refinetti, G. Sicuro, F. Krzakala, Fluctuations, Bias, Variance & Ensemble of Learners: Exact Asymptotics for Convex Losses in High-Dimension, International Conference on Machine Learning (ICML 2022 spotlight) 2022 (arXiv).
B. Loureiro, G. Sicuro, C. Gerbelot, A. Pacco, F. Krzakala, L. Zdeborová, Learning Gaussian Mixtures with Generalised Linear Models: Precise Asymptotics in High-dimensions, Advances in Neural Information Processing Systems 35 (NeurIPS 2021 spotlight) 2021 (arXiv).
S. Caracciolo, R. Fabbricatore, M. Gherardi, R. Marino, G. Parisi, G. Sicuro, Criticality and conformality in the random dimer problem, Physical Review E, 103, 042127, 2021 (arXiv).
D. Benedetto, E. Caglioti, S. Caracciolo, M. D’Achille, G. Sicuro, A. Sportiello, Random assignment problems on 2d manifolds, Journal of Statistical Physics, 183:34 2021 (arXiv).
G. Semerjian, G. Sicuro, L. Zdeborová, Recovery thresholds in the sparse planted matching problem, Physical Review E, 102, 022304, 2020 (arXiv).
F.P.C. Benetti, G. Parisi, F. Pietracaprina, G. Sicuro, Mean-field model for the density of states of jammed soft spheres, Physical Review E 97, 062157, 2018 (arXiv).
S. Caracciolo, M.P. D’Achille, G. Sicuro, Random Euclidean matching problems in one dimension, Physical Review E 96, 042102, 2017 (arXiv).
R.A. Leo, G. Sicuro and P. Tempesta, A foundational approach to the Lie theory for fractional order partial differential equations, Fractional Calculus and Applied Analysis, 20(1), 212-231, 2017 (arXiv).
C. Lucibello, G. Parisi, and G. Sicuro, One-loop diagrams in the Random Euclidean Matching Problem, Physical Review E 95(1), 012302, 2017 (arXiv).
S. Caracciolo and G. Sicuro, Quadratic stochastic Euclidean bipartite matching problem, Physical Review Letters 115, 230601, 2015 (arXiv).
S. Caracciolo, C. Lucibello, G. Parisi and G. Sicuro, Scaling hypothesis for the Euclidean bipartite matching problem, Physical Review E, 90, 012118, 2014 (arXiv — prof. Mertens wrote an introduction to the results for Physics)
