Antoine de Mathelin

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Sentiment Classification

Domain Adaptation

Top Venues

Publications

Yanis Lalou, Théo Gnassounou, Antoine Collas, Antoine de Mathelin, Oleksii Kachaiev, Ambroise Odonnat, Alexandre Gramfort, Thomas Moreau, Rémi Flamary
SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation. CoRR (2024)
Marie Garin, Antoine de Mathelin, Mathilde Mougeot, Nicolas Vayatis
Personalized One-Shot Collaborative Learning. ICTAI (2023)
Antoine de Mathelin, François Deheeger, Mathilde Mougeot, Nicolas Vayatis
Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantification. CoRR (2023)
Antoine de Mathelin, François Deheeger, Mathilde Mougeot, Nicolas Vayatis
Maximum Weight Entropy. CoRR (2023)
Antoine de Mathelin, François Deheeger, Mathilde Mougeot, Nicolas Vayatis
Fast and Accurate Importance Weighting for Correcting Sample Bias. ECML/PKDD (1) (2022)
Antoine de Mathelin, François Deheeger, Mathilde Mougeot, Nicolas Vayatis
Discrepancy-Based Active Learning for Domain Adaptation. ICLR (2022)
Antoine de Mathelin, François Deheeger, Mathilde Mougeot, Nicolas Vayatis
Fast and Accurate Importance Weighting for Correcting Sample Bias. CoRR (2022)
Antoine de Mathelin, Mathilde Mougeot, Nicolas Vayatis
Discrepancy-Based Active Learning for Domain Adaptation. CoRR (2021)
Antoine de Mathelin, Guillaume Richard, François Deheeger, Mathilde Mougeot, Nicolas Vayatis
Adversarial Weighting for Domain Adaptation in Regression. ICTAI (2021)
Antoine de Mathelin, François Deheeger, Guillaume Richard, Mathilde Mougeot, Nicolas Vayatis
ADAPT : Awesome Domain Adaptation Python Toolbox. CoRR (2021)
Fouad Oubari, Antoine de Mathelin, Rodrigue Décatoire, Mathilde Mougeot
A Binded VAE for Inorganic Material Generation. CoRR (2021)
Sankalp Gilda, Antoine de Mathelin, Sabine Bellstedt, Guillaume Richard
Unsupervised Domain Adaptation for Constraining Star Formation Histories. CoRR (2021)
Antoine de Mathelin, Guillaume Richard, Mathilde Mougeot, Nicolas Vayatis
Adversarial Weighting for Domain Adaptation in Regression. CoRR (2020)
Guillaume Richard, Antoine de Mathelin, Georges Hébrail, Mathilde Mougeot, Nicolas Vayatis
Unsupervised Multi-source Domain Adaptation for Regression. ECML/PKDD (1) (2020)