Follow
Clarissa Lauditi
Clarissa Lauditi
Postdoctoral Fellow, Harvard University
Verified email at seas.harvard.edu
Title
Cited by
Cited by
Year
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
412021
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
332022
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
172023
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
112023
Random Features Hopfield Networks generalize retrieval to previously unseen examples
S Kalaj, C Lauditi, G Perugini, C Lucibello, EM Malatesta, M Negri
arXiv preprint arXiv:2407.05658, 2024
42024
Sparse representations, inference and learning
C Lauditi, E Troiani, M Mézard
Journal of Statistical Mechanics: Theory and Experiment 2024 (10), 104001, 2024
32024
The hidden-manifold hopfield model and a learning phase transition
M Negri, C Lauditi, G Perugini, C Lucibello, EM Malatesta
CoRR, 2023
32023
Adaptive kernel predictors from feature-learning infinite limits of neural networks
C Lauditi, B Bordelon, C Pehlevan
arXiv preprint arXiv:2502.07998, 2025
2025
Impact of dendritic non-linearities on the computational capabilities of neurons
C Lauditi, EM Malatesta, F Pittorino, C Baldassi, N Brunel, R Zecchina
arXiv preprint arXiv:2407.07572, 2024
2024
Out-of-equilibrium sampling as a protocol to unveil locally-smooth neural network configurations in non-convex optimization
C Lauditi
Politecnico di Torino, 2024
2024
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
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, 0
The system can't perform the operation now. Try again later.
Articles 1–12