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 |