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Communication-Efficient Personalized Adaptation via Federated-Local Model Merging
Potara merges federated and local models via closed-form optimal weights to improve federated personalization with lower communication costs.
Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 14 of 20 reviewers recommend it
lenient 4/5
medium 9/10
strict 1/5