LEAF: A Benchmark for Federated Settings

3 Dec 2018Sebastian CaldasSai Meher Karthik DudduPeter WuTian LiJakub KonečnýH. Brendan McMahanVirginia SmithAmeet Talwalkar

Modern federated networks, such as those comprised of wearable devices, mobile phones, or autonomous vehicles, generate massive amounts of data each day. This wealth of data can help to learn models that can improve the user experience on each device... (read more)

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