39 citations · 79 across the 4 of their papers we have counts for
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cs.LG2023★ 7 cited
Collaborative and Distributed Bayesian Optimization via Consensus: Showcasing the Power of Collaboration for Optimal Design
Xubo Yue, Raed Al Kontar, Albert S. Berahas +2
Optimal design is a critical yet challenging task within many applications. This challenge arises from the need for extensive trial and error, often done through simulations or run…
cs.LG2021★ 39 cited
GIFAIR-FL: A Framework for Group and Individual Fairness in Federated Learning
Xubo Yue, Maher Nouiehed, Raed Al Kontar
In this paper we propose \texttt{GIFAIR-FL}: a framework that imposes \textbf{G}roup and \textbf{I}ndividual \textbf{FAIR}ness to \textbf{F}ederated \textbf{L}earning settings. By…