Articles by Pierre Marion | Synthical

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7

Scaling ResNets in the Large-depth Regime

1 March 2025 by Pierre Marion and others

Machine Learning

Humanity's Last Exam

21 February 2025 by Long Phan and others

Machine Learning, Artificial Intelligence

Taking a Big Step: Large Learning Rates in Denoising Score Matching Prevent Memorization

5 February 2025 by Yu-Han Wu and others

Machine Learning

Deep linear networks for regression are implicitly regularized towards flat minima

28 October 2024 by Pierre Marion and Lénaïc Chizat

Machine Learning

Attention layers provably solve single-location regression

2 October 2024 by Pierre Marion and others

Machine Learning

Implicit regularization of deep residual networks towards neural ODEs

5 July 2024 by Pierre Marion and others

Machine Learning

Implicit Diffusion: Efficient Optimization through Stochastic Sampling

8 February 2024 by Pierre Marion and others at

École Polytechnique Fédérale De Lausanne

Machine Learning

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