Leaf

A Benchmark for Federated Settings


Leaf is a benchmarking framework for learning in federated settings, with applications including federated learning, multi-task learning, meta-learning, and on-device learning.

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Citation

Please cite the following if you use our framework in any way:

LEAF: A Benchmark for Federated Settings
Sebastian Caldas, Peter Wu, Tian Li, Jakub Konečný,
H. Brendan McMahan, Virginia Smith, Ameet Talwalkar