518 citations
- Centre National de la Recherche ScientifiqueFR240 papers
- Université Toulouse III - Paul SabatierFR171 papers
- Institut de Recherche en Informatique de ToulouseFR170 papers
- Université Toulouse-I-CapitoleFR170 papers
- Université Toulouse - Jean JaurèsFR170 papers
- Institut de Mathématiques de MarseilleFR147 papers
- Université de BordeauxFR138 papers
- Château GombertFR107 papers
- Laboratoire Bordelais de Recherche en InformatiqueFR80 papers
- Aix-Marseille UniversitéFR54 papers
- Institut de Mécanique et d'Ingénierie de BordeauxFR45 papers
- Centrale MéditerranéeFR39 papers
Showing 2022 · cs.LGShow all
3 papers · 2 filters
cs.LG2022★ 17 cited
Why Should I Choose You? AutoXAI: A Framework for Selecting and Tuning eXplainable AI Solutions
Robin Cugny, Julien Aligon, Max Chevalier +2
In recent years, a large number of XAI (eXplainable Artificial Intelligence) solutions have been proposed to explain existing ML (Machine Learning) models or to create interpretabl…
cs.LG2022★ 1 cited
Learning Optimal Transport Between two Empirical Distributions with Normalizing Flows
Florentin Coeurdoux, Nicolas Dobigeon, Pierre Chainais
Optimal transport (OT) provides effective tools for comparing and mapping probability measures. We propose to leverage the flexibility of neural networks to learn an approximate op…
cs.LG2022★ 4 cited
When, where, and how to add new neurons to ANNs
Kaitlin Maile, Emmanuel Rachelson, Hervé Luga +1
Neurogenesis in ANNs is an understudied and difficult problem, even compared to other forms of structural learning like pruning. By decomposing it into triggers and initializations…