Clémentine C. J. Dominé

According to our database, Clémentine C. J. Dominé authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking).

Yoonsoo Nam, Seok Hyeong Lee, Clémentine C. J. Dominé, Yea Chan Park, Charles London, Wonyl Choi, Niclas Alexander Göring, Seungjai Lee

CoRR, February, 2025

Preface of UniReps: the Second Edition of the Workshop on Unifying Representations in Neural Models.

Clémentine C. J. Dominé, Marco Fumero, Zorah Lähner, Donato Crisostomi, Luca Moschella, Kimberly Stachenfeld

Proceedings of UniReps: the Second Edition of the Workshop on Unifying Representations in Neural Models, 2025

A Theory of Initialisation's Impact on Specialisation.

Devon Jarvis, Sebastian Lee, Clémentine Carla Juliette Dominé, Andrew M. Saxe, Stefano Sarao Mannelli

Proceedings of the Thirteenth International Conference on Learning Representations, 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

Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning.

Daniel Kunin, Allan Raventós, Clémentine C. J. Dominé, Feng Chen, David A. Klindt, Andrew M. Saxe, Surya Ganguli

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

2023

Geometric Epitope and Paratope Prediction.

Marco Pegoraro, Clémentine C. J. Dominé, Emanuele Rodolà, Petar Velickovic, Andreea Deac

CoRR, 2023

Preface of UniReps: the First Workshop on Unifying Representations in Neural Models.

Marco Fumero, Emanuele Rodolà, Clémentine C. J. Dominé, Francesco Locatello, Karolina Dziugaite, Mathilde Caron

Proceedings of UniReps: the First Workshop on Unifying Representations in Neural Models, 2023

2022

Exact learning dynamics of deep linear networks with prior knowledge.

Lukas Braun, Clémentine C. J. Dominé, James Fitzgerald, Andrew M. Saxe

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022