Stefano Sarao Mannelli

Assistant Professor at Data Science and AI

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Showing 7 publications

2025

A theory of initialisation's impact on specialisation*

Devon Jarvis, Sebastian Lee, Clementine Carla Juliette Domine et al

JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT. Vol. 2025 (11)

Journal article

2025

A THEORY OF INITIALISATION'S IMPACT ON SPECIALISATION

Devon Jarvis, Sebastian Lee, Clémentine Carla Juliette Dominé et al

13th International Conference on Learning Representations Iclr 2025, p. 75098-75126

Paper in proceeding

2025

Francesco Mori, Stefano Sarao Mannelli, Francesca Mignacco

13th International Conference on Learning Representations Iclr 2025, p. 74265-74287

Paper in proceeding

2025

Stefano Sarao Mannelli, Federica Gerace, Negar Rostamzadeh et al

Physical Review E. Vol. 112 (2-2), p. 025304-

Journal article

2025

Francesco Mori, Stefano Sarao Mannelli, Francesca Mignacco

Journal of Statistical Mechanics: Theory and Experiment. Vol. 2025 (8)

Journal article

2025

Nishil Patel, Sebastian Lee, Stefano Sarao Mannelli et al

Physical Review X. Vol. 15 (2)

Journal article

2025

Curriculum learning in humans and neural networks

Younes Strittmatter, Stefano Sarao Mannelli, Miguel Ruiz-Garcia et al

Proceedings of the Annual Meeting of the Cognitive Science Society. Vol. 47

Paper in proceeding

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