Clémentine Carla Juliette Dominé
4 papers · 2025–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Research topics
Keywords
weight initialization
(2)
learning theory
(2)
neural tangent kernel
(2)
neural network optimization
(1)
temporal dependencies
(1)
singular value
(1)
linear recurrent neural network
(1)
task dynamics
(1)
neural network specialization
(1)
representation learning
(1)
effective regularization
(1)
continual learning
(1)
catastrophic forgetting
(1)
Papers
A Theory of Initialisation's Impact on Specialisation
ICLR 2025
From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks
ICLR 2025
Learning dynamics in linear recurrent neural networks
ICML 2025
Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking)
ICML 2025