Maria Chiara Angelini

Pubblicazioni

Titolo Pubblicato in Anno
Stochastic gradient descent-like relaxation is equivalent to Metropolis dynamics in discrete optimization and inference problems SCIENTIFIC REPORTS 2024
Bethe M-layer construction on the Ising model JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT 2024
Limits and Performances of Algorithms Based on Simulated Annealing in Solving Sparse Hard Inference Problems PHYSICAL REVIEW. X 2023
Renormalization Group in Spin Glasses Spin Glass Theory and Far Beyond: Replica Symmetry Breaking after 40 Years 2023
Unexpected Upper Critical Dimension for Spin Glass Models in a Field Predicted by the Loop Expansion around the Bethe Solution at Zero Temperature PHYSICAL REVIEW LETTERS 2022
Ising spin glass on random graphs at zero temperature: Not all spins are glassy in the glassy phase PHYSICAL REVIEW. B 2022
Modern graph neural networks do worse than classical greedy algorithms in solving combinatorial optimization problems like maximum independent set NATURE MACHINE INTELLIGENCE 2022
Mismatching as a tool to enhance algorithmic performances of Monte Carlo methods for the planted clique model JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT 2021
Loop expansion around the Bethe solution for the random magnetic field Ising ferromagnets at zero temperature PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 2020
Comment on ‘Real-space renormalization-group methods for hierarchical spin glasses’ JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL 2020
Solving the spherical p -spin model with the cavity method: Equivalence with the replica results JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT 2020
Monte Carlo algorithms are very effective in finding the largest independent set in sparse random graphs PHYSICAL REVIEW. E 2019
One-loop topological expansion for spin glasses in the large connectivity limit EUROPHYSICS LETTERS 2018
Parallel tempering for the planted clique problem JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT 2018
Loop expansion around the Bethe approximation through the M-layer construction JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT 2017
Real space renormalization group theory of disordered models of glasses PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA 2017
Real Space Migdal–Kadanoff Renormalisation of Glassy Systems: Recent Results and a Critical Assessment JOURNAL OF STATISTICAL PHYSICS 2017
Spin glass in a field: A new zero-temperature fixed point in finite dimensions PHYSICAL REVIEW LETTERS 2015
Spectral detection on sparse hypergraphs Communication, Control, and Computing (Allerton), 2015 53th Annual Allerton Conference on 2015

Progetti di Ricerca

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