Clémentine C. J. Dominé

13 papers A* 2Journal 7Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Theory of How Pretraining Shapes Inductive Bias in Fine-Tuning.
CoRR
Nicolas Anguita, Francesco Locatello, Andrew M. Saxe, Marco Mondelli, Flavia Mancini, Samuel Lippl, Clémentine C. J. Dominé
2025 J jnl
A Theory of Initialisation's Impact on Specialisation.
CoRR
Devon Jarvis, Sebastian Lee, Clémentine C. J. Dominé, Andrew M. Saxe, Stefano Sarao Mannelli
2025 J jnl
Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking).
CoRR
Yoonsoo Nam, Seok Hyeong Lee, Clémentine C. J. Dominé, Yea Chan Park, Charles London, Wonyl Choi, Niclas Alexander Göring, Seungjai Lee
2025 — conf
Preface of UniReps: the Second Edition of the Workshop on Unifying Representations in Neural Models.
UniReps
Clémentine C. J. Dominé, Marco Fumero, Zorah Lähner, Donato Crisostomi, Luca Moschella, Kimberly Stachenfeld
2025 — ed.
Proceedings of UniReps: the Second Edition of the Workshop on Unifying Representations in Neural Models, Vancouver, Canada, 14 December 2024.
UniReps
Marco Fumero, Clémentine C. J. Dominé, Zorah Lähner, Donato Crisostomi, Luca Moschella, Kimberly Stachenfeld
2024 J jnl
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks.
CoRR
Clémentine C. J. Dominé, Nicolas Anguita, Alexandra Maria Proca, Lukas Braun, Daniel Kunin, Pedro A. M. Mediano, Andrew M. Saxe
2024 J jnl
Geometric epitope and paratope prediction.
Bioinform.
Marco Pegoraro, Clémentine C. J. Dominé, Emanuele Rodolà, Petar Velickovic, Andreea Deac
2024 A* conf
Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning.
NeurIPS
Daniel Kunin, Allan Raventós, Clémentine C. J. Dominé, Feng Chen, David A. Klindt, Andrew M. Saxe, Surya Ganguli
2024 J jnl
Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning.
CoRR
Daniel Kunin, Allan Raventós, Clémentine C. J. Dominé, Feng Chen, David A. Klindt, Andrew M. Saxe, Surya Ganguli
2023 J jnl
Geometric Epitope and Paratope Prediction.
CoRR
Marco Pegoraro, Clémentine C. J. Dominé, Emanuele Rodolà, Petar Velickovic, Andreea Deac
2023 — conf
Preface of UniReps: the First Workshop on Unifying Representations in Neural Models.
UniReps
Marco Fumero, Emanuele Rodolà, Clémentine C. J. Dominé, Francesco Locatello, Karolina Dziugaite, Mathilde Caron
2023 — ed.
Proceedings of UniReps: the First Workshop on Unifying Representations in Neural Models, 15 December 2023, Ernest N. Morial Convention Center, New Orleans, USA.
UniReps
Marco Fumero, Emanuele Rodolà, Clémentine C. J. Dominé, Francesco Locatello, Karolina Dziugaite, Mathilde Caron
2022 A* conf
Exact learning dynamics of deep linear networks with prior knowledge.
NeurIPS
Lukas Braun, Clémentine C. J. Dominé, James FitzGerald, Andrew M. Saxe