Luca Arnaboldi

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Statistical Mechanics

Dimensional Data

Low Dimensional

Top Venues

Publications

Luca Arnaboldi, Yatin Dandi, Florent Krzakala, Luca Pesce, Ludovic Stephan
Repetita Iuvant: Data Repetition Allows SGD to Learn High-Dimensional Multi-Index Functions. CoRR (2024)
Luca Arnaboldi, Yatin Dandi, Florent Krzakala, Bruno Loureiro, Luca Pesce, Ludovic Stephan
Online Learning and Information Exponents: On The Importance of Batch size, and Time/Complexity Tradeoffs. CoRR (2024)
Yatin Dandi, Emanuele Troiani, Luca Arnaboldi, Luca Pesce, Lenka Zdeborová, Florent Krzakala
The Benefits of Reusing Batches for Gradient Descent in Two-Layer Networks: Breaking the Curse of Information and Leap Exponents. CoRR (2024)
Luca Arnaboldi, Florent Krzakala, Bruno Loureiro, Ludovic Stephan
Escaping mediocrity: how two-layer networks learn hard single-index models with SGD. CoRR (2023)
Luca Arnaboldi, Ludovic Stephan, Florent Krzakala, Bruno Loureiro
From high-dimensional & mean-field dynamics to dimensionless ODEs: A unifying approach to SGD in two-layers networks. COLT (2023)