- Hem
- Om universitetet
- Hitta person
- Stefano Sarao Mannelli
Stefano Sarao Mannelli
Forskarassistent
Data Science och AI (DSAI 1)-
RL Perceptron: Generalization Dynamics of Policy Learning in High
Dimensions
Nishil Patel, Sebastian Lee, Stefano Sarao Mannelli, Sebastian Goldt, Andrew Saxe
PHYSICAL REVIEW X - 2025 -
Curriculum learning in humans and neural
networks
Younes Strittmatter, Stefano Sarao Mannelli, Miguel Ruiz-Garcia, Sebastian Musslick, Markus Spitzer
2025 -
A THEORY OF INITIALISATION'S IMPACT ON
SPECIALISATION
Devon Jarvis, Sebastian Lee, Clémentine Carla Juliette Dominé, Andrew M. Saxe, Stefano Sarao Mannelli
13th International Conference on Learning Representations Iclr 2025 - 2025 -
OPTIMAL PROTOCOLS FOR CONTINUAL LEARNING VIA STATISTICAL PHYSICS AND CONTROL
THEORY
Francesco Mori, Stefano Sarao Mannelli, Francesca Mignacco
13th International Conference on Learning Representations Iclr 2025 - 2025 -
A theory of initialisation's impact on
specialisation*
Devon Jarvis, Sebastian Lee, Clementine Carla Juliette Domine, Andrew M. Saxe, Stefano Sarao Mannelli
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT - 2025 -
Optimal protocols for continual learning via statistical physics and control
theory*
Francesco Mori, Stefano Sarao Mannelli, Francesca Mignacco
JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT - 2025