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Federated Reconstruction: Partially Local Federated Learning

Feb 18, 2021
Karan Singhal, Hakim Sidahmed, Zachary Garrett, Shanshan Wu, Keith Rush, Sushant Prakash


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Dimension Independence in Unconstrained Private ERM via Adaptive Preconditioning

Aug 14, 2020
Peter Kairouz, Mónica Ribero, Keith Rush, Abhradeep Thakurta


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Adaptive Federated Optimization

Feb 29, 2020
Sashank Reddi, Zachary Charles, Manzil Zaheer, Zachary Garrett, Keith Rush, Jakub Konečný, Sanjiv Kumar, H. Brendan McMahan


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Improving Federated Learning Personalization via Model Agnostic Meta Learning

Sep 27, 2019
Yihan Jiang, Jakub Konečný, Keith Rush, Sreeram Kannan


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