2 papers
cs.LG2024
Where is the Testbed for my Federated Learning Research?
Janez Božič, Amândio R. Faustino, Boris Radovič +2
Progressing beyond centralized AI is of paramount importance, yet, distributed AI solutions, in particular various federated learning (FL) algorithms, are often not comprehensively…
cs.LG2023
REPA: Client Clustering without Training and Data Labels for Improved Federated Learning in Non-IID Settings
Boris Radovič, Veljko Pejović
Clustering clients into groups that exhibit relatively homogeneous data distributions represents one of the major means of improving the performance of federated learning (FL) in n…