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Luca Arnaboldi
Luca Arnaboldi
PhD Student, EPFL
Verified email at epfl.ch
Title
Cited by
Cited by
Year
From high-dimensional & mean-field dynamics to dimensionless ODEs: A unifying approach to SGD in two-layers networks
L Arnaboldi, L Stephan, F Krzakala, B Loureiro
The Thirty Sixth Annual Conference on Learning Theory, 1199-1227, 2023
182023
Escaping mediocrity: how two-layer networks learn hard generalized linear models
L Arnaboldi, F Krzakala, B Loureiro, L Stephan
OPT 2023: Optimization for Machine Learning, 2023
3*2023
The Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents
Y Dandi, E Troiani, L Arnaboldi, L Pesce, L Zdeborová, F Krzakala
arXiv preprint arXiv:2402.03220, 2024
22024
Learning transitions for one-pass stochastic gradient descent on shallow neural networks
L ARNABOLDI
2022
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Articles 1–4