Search Results for author: Adnan Ben Mansour

Found 3 papers, 0 papers with code

Tackling Computational Heterogeneity in FL: A Few Theoretical Insights

no code implementations12 Jul 2023 Adnan Ben Mansour, Gaia Carenini, Alexandre Duplessis

In this work, we introduce and analyse a novel aggregation framework that allows for formalizing and tackling computational heterogeneity in federated optimization, in terms of both heterogeneous data and local updates.

Federated Learning

FedControl: When Control Theory Meets Federated Learning

no code implementations27 May 2022 Adnan Ben Mansour, Gaia Carenini, Alexandre Duplessis, David Naccache

To date, the most popular federated learning algorithms use coordinate-wise averaging of the model parameters.

Federated Learning

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