Adomaityte, Urte; Sicuro, Gabriele; Vivo, Pierpaolo, Classification of Heavy-tailed Features in High Dimensions: a Superstatistical Approach, in: Advances in Neural Information Processing Systems 36 (NeurIPS 2023), «ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS», 2023, pp. 43880 - 43893 (atti di: Advances in Neural Information Processing Systems 36, New Orleans, November 28, 2022 - December 9, 2022.) [Contributo in Atti di convegno]
Loureiro B.; Gerbelot C.; Refinetti M.; Sicuro G.; Krzakala F., Fluctuations, bias, variance and ensemble of learners: exact asymptotics for convex losses in high-dimension, «JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT», 2023, 2023, Article number: 114001, pp. 1 - 50 [articolo]Open Access
Charbonneau P.; Marinari E.; Mézard M.; Parisi G.; Ricci-Tersenghi F.; Sicuro G.; Zamponi F., Spin Glass Theory and Far Beyond: Replica Symmetry Breaking After 40 Years, Singapore, World Scientific, 2023, pp. 740 . [curatela]
Piccioli G.; Semerjian G.; Sicuro G.; Zdeborova L., Aligning random graphs with a sub-tree similarity message-passing algorithm, «JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT», 2022, 2022, Article number: 063401, pp. 1 - 44 [articolo]Open Access
Loureiro, B.; Gerbelot, C.; Refinetti, M.; Sicuro, G.; Krzakala, F., Fluctuations, Bias, Variance & Ensemble of Learners: Exact Asymptotics for Convex Losses in High-Dimension, in: Proceedings of the 39th International Conference on Machine Learning, «PROCEEDINGS OF MACHINE LEARNING RESEARCH», 2022, 162, pp. 14283 - 14314 (atti di: 39th International Conference on Machine Learning, Baltimore, Sun Jul 17th through Sat the 23rd) [Contributo in Atti di convegno]Open Access
Urte Adomaityte; Anshul Toshniwal; Gabriele Sicuro; Lenka Zdeborová, Planted matching problems on random hypergraphs, «PHYSICAL REVIEW. E», 2022, 106, Article number: 054302, pp. 1 - 12 [articolo]Open Access
Caracciolo S.; Fabbricatore R.; Gherardi M.; Marino R.; Parisi G.; Sicuro G., Criticality and conformality in the random dimer model, «PHYSICAL REVIEW. E», 2021, 103, Article number: 042127, pp. 1 - 8 [articolo]Open Access
Loureiro, B.; Sicuro, G.; Gerbelot, C.; Pacco, A.; Krzakala, F.; Zdeborova, L., Learning Gaussian Mixtures with Generalised Linear Models: Precise Asymptotics in High-dimensions, in: Advances in Neural Information Processing Systems, Neural information processing systems foundation, «ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS», 2021, 13, pp. 10144 - 10157 (atti di: 35th Conference on Neural Information Processing Systems, NeurIPS 2021, Virtual, 2021) [Contributo in Atti di convegno]
Benedetto D.; Caglioti E.; Caracciolo S.; D'Achille M.; Sicuro G.; Sportiello A., Random Assignment Problems on 2d Manifolds, «JOURNAL OF STATISTICAL PHYSICS», 2021, 183, Article number: 34, pp. 1 - 40 [articolo]Open Access
Sicuro G.; Zdeborova L., The planted k-factor problem, «JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL», 2021, 54, Article number: 175002, pp. 1 - 22 [articolo]Open Access
Parisi G.; Perrupato G.; Sicuro G., Random-link matching problems on random regular graphs, «JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT», 2020, 2020, Article number: 033301, pp. 1 - 30 [articolo]Open Access
Semerjian G.; Sicuro G.; Zdeborova L., Recovery thresholds in the sparse planted matching problem, «PHYSICAL REVIEW. E», 2020, 102, Article number: 022304, pp. 1 - 18 [articolo]Open Access
Caracciolo S.; D'Achille M.; Sicuro G., Anomalous Scaling of the Optimal Cost in the One-Dimensional Random Assignment Problem, «JOURNAL OF STATISTICAL PHYSICS», 2019, 174, pp. 846 - 864 [articolo]
Benetti F.P.C.; Parisi G.; Pietracaprina F.; Sicuro G., Mean-field model for the density of states of jammed soft spheres, «PHYSICAL REVIEW. E», 2018, 97, Article number: 062157, pp. 062157-1 - 062157-14 [articolo]
Lucibello C.; Malatesta E.M.; Parisi G.; Sicuro G., The random fractional matching problem, «JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT», 2018, 2018, Article number: 053301, pp. 053301-1 - 053301-26 [articolo]
