2 papers
cs.LG2026
DeFed-GMM-DaDiL: A Decentralized Federated Framework for Domain Adaptation
Rebecca Clain, Eduardo Fernandes Montesuma, Fred Ngole Mboula
Decentralized multi-source domain adaptation seeks to transfer knowledge from multiple heterogeneous and related source domains to an unlabeled target domain in a decentralized set…
cs.LG2025
Decentralized Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation
Rebecca Clain, Eduardo Fernandes Montesuma, Fred Ngolè Mboula
Decentralized Multi-Source Domain Adaptation (DMSDA) is a challenging task that aims to transfer knowledge from multiple related and heterogeneous source domains to an unlabeled ta…