Unveiling the structure of wide flat minima in neural networks C Baldassi, C Lauditi, EM Malatesta, G Perugini, R Zecchina Physical Review Letters 127 (27), 278301, 2021 | 28 | 2021 |
Learning through atypical phase transitions in overparameterized neural networks C Baldassi, C Lauditi, EM Malatesta, R Pacelli, G Perugini, R Zecchina Physical Review E 106 (1), 014116, 2022 | 26 | 2022 |
Star-shaped space of solutions of the spherical negative perceptron BL Annesi, C Lauditi, C Lucibello, EM Malatesta, G Perugini, F Pittorino, ... Physical Review Letters 131 (22), 227301, 2023 | 8 | 2023 |
Storage and learning phase transitions in the random-features hopfield model M Negri, C Lauditi, G Perugini, C Lucibello, E Malatesta Physical Review Letters 131 (25), 257301, 2023 | 7 | 2023 |
The hidden-manifold hopfield model and a learning phase transition M Negri, C Lauditi, G Perugini, C Lucibello, E Malatesta arXiv preprint arXiv:2303.16880, 2023 | 4 | 2023 |
Sparse Representations, Inference and Learning C Lauditi, E Troiani, M Mézard arXiv preprint arXiv:2306.16097, 2023 | 1 | 2023 |
Random Feature Hopfield Networks generalize retrieval to previously unseen examples M Negri, C Lauditi, G Perugini, C Lucibello, EM Malatesta Associative Memory {\&} Hopfield Networks in 2023, 2023 | | 2023 |
The Hidden-Manifold Hopfield Model shows storage-to-learning phase transitions and is able to generalize M Negri, E Malatesta, C Lauditi, G Perugini, C Lucibello Bulletin of the American Physical Society, 2023 | | 2023 |