20 citations
- Centre National de la Recherche ScientifiqueFR4 papers
- CEA DAM Île-de-FranceFR2 papers
- Centre BorelliFR2 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR2 papers
- École Nationale Supérieure d’Informatique pour l’Industrie et l’EntrepriseFR2 papers
- Michelin (France)FR2 papers
- Sorbonne UniversitéFR2 papers
- Adventist Health Simi ValleyUS1 paper
- Biomécanique et BioingénierieFR1 paper
- Carthage CollegeUS1 paper
- CEA Paris-SaclayFR1 paper
- CEA Paris-Saclay - Etablissement de SaclayFR1 paper
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cs.LG2026
Learning features from Newton's algorithm: a way to accelerate nonlinear parametrized PDE solvers
Rémy Vallot, Florian de Vuyst, Thibault Dairay +1
It is well known that Newton's method converges faster when the initial guess is closer to a root of a system of nonlinear equations. In this paper, a two-stage Newton initial gues…
cs.CV2026
When Imbalance Comes Twice: Active Learning under Simulated Class Imbalance and Label Shift in Binary Semantic Segmentation
Julien Combes, Alexandre Derville, Jean-François Coeurjolly
The aim of Active Learning is to select the most informative samples from an unlabelled set of data. This is useful in cases where the amount of data is large and labelling is expe…