Stefano Sarao Mannelli
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
3
Active years
2019–2025
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | CogSci | Curriculum learning in humans and neural networks. | Younes Strittmatter, Stefano Sarao Mannelli, Miguel Ruiz-Garcia, Sebastian Musslick, Markus Spitzer |
| 2025 | ICLR | A Theory of Initialisation's Impact on Specialisation. | Devon Jarvis, Sebastian Lee, Clmentine Carla Juliette Domin, Andrew M. Saxe, Stefano Sarao Mannelli |
| 2025 | ICLR | Optimal Protocols for Continual Learning via Statistical Physics and Control Theory. | Francesco Mori, Stefano Sarao Mannelli, Francesca Mignacco |
| 2024 | CogSci | A meta-learning framework for rationalizing cognitive fatigue in neural systems. | Yujun Li, Rodrigo Carrasco-Davis, Younes Strittmatter, Stefano Sarao Mannelli, Sebastian Musslick |
| 2024 | ICML | Why Do Animals Need Shaping? A Theory of Task Composition and Curriculum Learning. | Jin Hwa Lee, Stefano Sarao Mannelli, Andrew M. Saxe |
| 2024 | ICML | Tilting the Odds at the Lottery: the Interplay of Overparameterisation and Curricula in Neural Networks. | Stefano Sarao Mannelli, Yaraslau Ivashinka, Andrew M. Saxe, Luca Saglietti |
| 2022 | ICML | Maslow's Hammer in Catastrophic Forgetting: Node Re-Use vs. Node Activation. | Sebastian Lee, Stefano Sarao Mannelli, Claudia Clopath, Sebastian Goldt, Andrew M. Saxe |
| 2019 | ICML | Passed & Spurious: Descent Algorithms and Local Minima in Spiked Matrix-Tensor Models. | Stefano Sarao Mannelli, Florent Krzakala, Pierfrancesco Urbani, Lenka Zdeborov |