13 citations · 13 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 13 cited
Optimal regularizations for data generation with probabilistic graphical models
Arnaud Fanthomme, F Rizzato, S Cocco +1
Understanding the role of regularization is a central question in Statistical Inference. Empirically, well-chosen regularization schemes often dramatically improve the quality of t…
cs.LG2020
Low-Dimensional Manifolds Support Multiplexed Integrations in Recurrent Neural Networks
Arnaud Fanthomme, Rémi Monasson
We study the learning dynamics and the representations emerging in Recurrent Neural Networks trained to integrate one or multiple temporal signals. Combining analytical and numeric…