Lucibello, Carlo

11 publications

ICLR 2025 Fast Uncovering of Protein Sequence Diversity from Structure Luca Alessandro Silva, Barthelemy Meynard-Piganeau, Carlo Lucibello, Christoph Feinauer

NeurIPS 2025 Generative Diffusion for Perceptron Problems: Statistical Physics Analysis and Efficient Algorithms Davide Straziota, Elizaveta Demyanenko, Carlo Baldassi, Carlo Lucibello

MLOSS 2025 GraphNeuralNetworks.jl: Deep Learning on Graphs with Julia Carlo Lucibello, Aurora Rossi

ICLR 2025 Manifolds, Random Matrices and Spectral Gaps: The Geometric Phases of Generative Diffusion Enrico Ventura, Beatrice Achilli, Gianluigi Silvestri, Carlo Lucibello, Luca Ambrogioni

ICLRW 2025 Sampling Through Algorithmic Diffusion in Non-Convex Perceptron Problems Elizaveta Demyanenko, Davide Straziota, Carlo Lucibello, Carlo Baldassi

ICLRW 2025 The Capacity of Modern Hopfield Networks Under the Data Manifold Hypothesis Beatrice Achilli, Luca Ambrogioni, Carlo Lucibello, Marc Mezard, Enrico Ventura

NeurIPSW 2023 Random Feature Hopfield Networks Generalize Retrieval to Previously Unseen Examples Matteo Negri, Clarissa Lauditi, Gabriele Perugini, Carlo Lucibello, Enrico Maria Malatesta

ICLR 2021 Entropic Gradient Descent Algorithms and Wide Flat Minima Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Gabriele Perugini, Carlo Baldassi, Elizaveta Demyanenko, Riccardo Zecchina

ICLRW 2021 Reconstruction of Pairwise Interactions Using Energy-Based Models Carlo Lucibello, Christoph Feinauer

ICLR 2020 Critical Initialisation in Continuous Approximations of Binary Neural Networks George Stamatescu, Federica Gerace, Carlo Lucibello, Ian Fuss, Langford B. White

ICML 2019 Generalized Approximate Survey Propagation for High-Dimensional Estimation Carlo Lucibello, Luca Saglietti, Yue Lu