125 citations
- Centre de Recherche en Économie et StatistiqueFR32 papers
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- Université Paris Dauphine-PSLFR4 papers
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cs.LG2025
Multi-Armed Bandits with Minimum Aggregated Revenue Constraints
Ahmed Ben Yahmed, Hafedh El Ferchichi, Marc Abeille +1
We examine a multi-armed bandit problem with contextual information, where the objective is to ensure that each arm receives a minimum aggregated reward across contexts while simul…
cs.LG2024
CaAdam: Improving Adam optimizer using connection aware methods
Remi Genet, Hugo Inzirillo
We introduce a new method inspired by Adam that enhances convergence speed and achieves better loss function minima. Traditional optimizers, including Adam, apply uniform or global…