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Ludovic Stephan

Ludovic Stephan

École Polytechnique Fédérale de Lausanne - Lausanne / Switzerland
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AD Scientific Index ID: 5353168
Eidgenössische Technische Hochschule Lausanne
person_outline Ludovic Stephan's MOST POPULAR ARTICLES
1-) How two-layer neural networks learn, one (giant) step at a time Journal of Machine Learning Research 25 (349), 1-65, 2024
2-) Phase diagram of stochastic gradient descent in high-dimensional two-layer neural networks Advances in Neural Information Processing Systems 35, 23244-23255, 2022
3-) Gaussian universality of perceptrons with random labels Physical Review E 109 (3), 034305, 2024
4-) From high-dimensional & mean-field dynamics to dimensionless odes: A unifying approach to sgd in two-layers networks The Thirty Sixth Annual Conference on Learning Theory, 1199-1227, 2023
5-) Universality laws for gaussian mixtures in generalized linear models Advances in Neural Information Processing Systems 36, 54754-54768, 2023