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Picture for Sebastian Caldas

Differentially Private Meta-Learning


Sep 12, 2019
Jeffrey Li, Mikhail Khodak, Sebastian Caldas, Ameet Talwalkar


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LEAF: A Benchmark for Federated Settings


Jan 09, 2019
Sebastian Caldas, Peter Wu, Tian Li, Jakub Konečný, H. Brendan McMahan, Virginia Smith, Ameet Talwalkar


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Expanding the Reach of Federated Learning by Reducing Client Resource Requirements


Jan 08, 2019
Sebastian Caldas, Jakub Konečny, H. Brendan McMahan, Ameet Talwalkar


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