Bayesian Nonparametric Federated Learning of Neural Networks

28 May 2019Mikhail YurochkinMayank AgarwalSoumya GhoshKristjan GreenewaldTrong Nghia HoangYasaman Khazaeni

In federated learning problems, data is scattered across different servers and exchanging or pooling it is often impractical or prohibited. We develop a Bayesian nonparametric framework for federated learning with neural networks... (read more)

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