no code implementations • 3 Apr 2024 • Gaia Carenini, Luca Bischetti, Walter Schaeken, Valentina Bambini
The Rational Speech Act (RSA) model provides a flexible framework to model pragmatic reasoning in computational terms.
no code implementations • 12 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.
no code implementations • 27 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.
no code implementations • 22 May 2022 • Adnan Ben Mansour, Gaia Carenini, Alexandre Duplessis, David Naccache
The resulting model is then redistributed to clients for further training.