1 code implementation • 2 May 2024 • Ahmad Khalil, Tizian Dege, Pegah Golchin, Rostyslav Olshevskyi, Antonio Fernandez Anta, Tobias Meuser
In this paper, we introduce FedProx+LA, a novel FL method building upon the state-of-the-art FedProx and FedLA to tackle data heterogeneity, which is specifically tailored for vehicular networks.
no code implementations • 25 Feb 2021 • Antonio Fernandez Anta, Chryssis Georgiou, Theophanis Hadjistasi, Nicolas Nicolaou, Efstathios Stavrakis, Andria Trigeorgi
This work examines strategies to handle large shared data objects in distributed storage systems (DSS), while boosting the number of concurrent accesses, maintaining strong consistency guarantees, and ensuring good operation performance.
Distributed, Parallel, and Cluster Computing
no code implementations • 4 Jun 2019 • Rafael Garcia Leiva, Antonio Fernandez Anta, Vincenzo Mancuso, Paolo Casari
Decision trees are an extremely popular machine learning technique.
no code implementations • 4 Jul 2016 • Manuel Alfonseca, Manuel Cebrian, Antonio Fernandez Anta, Lorenzo Coviello, Andres Abeliuk, Iyad Rahwan
Superintelligence is a hypothetical agent that possesses intelligence far surpassing that of the brightest and most gifted human minds.