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NewEvery arXiv paper, its researchers & institutions — mapped.

papers

Publications (8)

Towards Federated Learning at Scale: System Design

Keith Bonawitz, Hubert Eichner, Wolfgang Grieskamp +11

Federated Optimization: Distributed Machine Learning for On-Device Intelligence

Jakub KoneÄnÃ½, H. Brendan McMahan, Daniel Ramage +1

Learning Differentially Private Recurrent Language Models

H. Brendan McMahan, Daniel Ramage, Kunal Talwar +1

Applied Federated Learning: Improving Google Keyboard Query Suggestions

Timothy Yang, Galen Andrew, Hubert Eichner +5

Federated Optimization:Distributed Optimization Beyond the Datacenter

Jakub KoneÄnÃ½, Brendan McMahan, Daniel Ramage

Federated Learning for Mobile Keyboard Prediction

Andrew Hard, Kanishka Rao, Rajiv Mathews +6

Discrete Distribution Estimation under Local Privacy

Peter Kairouz, Keith Bonawitz, Daniel Ramage

Practical Secure Aggregation for Federated Learning on User-Held Data

Keith Bonawitz, Vladimir Ivanov, Ben Kreuter +6