Search Results for author: Othmane Safsafi

Found 2 papers, 0 papers with code

Boosting Federated Learning in Resource-Constrained Networks

no code implementations21 Oct 2021 Mohamed Yassine Boukhari, Akash Dhasade, Anne-Marie Kermarrec, Rafael Pires, Othmane Safsafi, Rishi Sharma

GeL enables constrained edge devices to perform additional learning through guessed updates on top of gradient-based steps.

Federated Learning

Batched Bandits with Crowd Externalities

no code implementations29 Sep 2021 Romain Laroche, Othmane Safsafi, Raphael Feraud, Nicolas Broutin

In Batched Multi-Armed Bandits (BMAB), the policy is not allowed to be updated at each time step.

Multi-Armed Bandits

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