2 papers
cs.DC2024
FedFT: Improving Communication Performance for Federated Learning with Frequency Space Transformation
Chamath Palihawadana, Nirmalie Wiratunga, Anjana Wijekoon +1
Communication efficiency is a widely recognised research problem in Federated Learning (FL), with recent work focused on developing techniques for efficient compression, distributi…
cs.AI2024
iSee: Advancing Multi-Shot Explainable AI Using Case-based Recommendations
Anjana Wijekoon, Nirmalie Wiratunga, David Corsar +7
Explainable AI (XAI) can greatly enhance user trust and satisfaction in AI-assisted decision-making processes. Recent findings suggest that a single explainer may not meet the dive…