Alexandra Maria Proca

According to our database, Alexandra Maria Proca authored at least 5 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks.

Clémentine Carla Juliette Dominé, Nicolas Anguita, Alexandra Maria Proca, Lukas Braun, Daniel Kunin, Pedro A. M. Mediano, Andrew M. Saxe

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Synergistic information supports modality integration and flexible learning in neural networks solving multiple tasks.

Alexandra Maria Proca, Fernando E. Rosas, Andrea I. Luppi, Daniel Bor, Matthew Crosby, Pedro A. M. Mediano

PLoS Comput. Biol., 2024

Flexible task abstractions emerge in linear networks with fast and bounded units.

Kai Sandbrink, Jan P. Bauer, Alexandra Maria Proca, Andrew M. Saxe, Christopher Summerfield, Ali Hummos

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Discovering modular solutions that generalize compositionally.

Simon Schug, Seijin Kobayashi, Yassir Akram, Maciej Wolczyk, Alexandra Maria Proca, Johannes von Oswald, Razvan Pascanu, João Sacramento, Angelika Steger

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2020

Cross-Domain Adversarial Reprogramming of a Recurrent Neural Network.

Alexandra Maria Proca, Andrzej Banburski, Tomaso A. Poggio

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020