193 citations
- Université de LilleFR234 papers
- Centre National de la Recherche ScientifiqueFR225 papers
- Centre de Recherche en Informatique, Signal et Automatique de LilleFR159 papers
- Université Paris-SaclayFR70 papers
- Centre de Recherche en InformatiqueFR62 papers
- Sorbonne UniversitéFR61 papers
- Institut d'Astrophysique SpatialeFR60 papers
- Université Paris CitéFR58 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR56 papers
- Institut d'électronique de microélectronique et de nanotechnologieFR55 papers
- Université Grenoble AlpesFR55 papers
- CEA Paris-SaclayFR53 papers
Showing 2022 · stat.MLShow all
2 papers · 2 filters
stat.ML2022★ 2 cited
Dealing with Unknown Variances in Best-Arm Identification
Marc Jourdan, Rémy Degenne, Emilie Kaufmann
The problem of identifying the best arm among a collection of items having Gaussian rewards distribution is well understood when the variances are known. Despite its practical rele…
stat.ML2022★ 1 cited
Risk-aware linear bandits with convex loss
Patrick Saux, Odalric-Ambrym Maillard
In decision-making problems such as the multi-armed bandit, an agent learns sequentially by optimizing a certain feedback. While the mean reward criterion has been extensively stud…