FedGraph-Fair: Federated learning with personalization and fairness via dynamic graphs and distributionally robust optimization
Publication Type:
Journal Article
Publication Citation:
Khan, K., “FedGraph-Fair: Federated learning with personalization and fairness via dynamic graphs and distributionally robust optimization,” Information Sciences (Elsevier), vol. 728, Art. no. 122710, Feb. 2026, doi: 10.1016/j.ins.2025.122710.
FABLE: Fairness-Aware Branching Federated Learning under Events and Concept Drift
Publication Type:
Journal Article
Publication Citation:
Koffka Khan, Winston Elibox, Treina Dinoo Ramlochan, Wayne Rajkumar, and Shanta Ramnath, “FABLE: Fairness-Aware Branching Federated Learning under Events and Concept Drift,” Expert Systems with Applications (Elsevier), Art. no. 131238, 2026, doi: 1016/j.eswa.2026.131238.
