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Federated Learning of Gboard Language Models with Differential Privacy

Zheng Xu, Yanxiang Zhang, Galen Andrew, Christopher Choquette, Peter Kairouz, Brendan McMahan, Jesse Rosenstock, Yuanbo Zhang

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Abstract

Zheng Xu, Yanxiang Zhang, Galen Andrew, Christopher Choquette, Peter Kairouz, Brendan Mcmahan, Jesse Rosenstock, Yuanbo Zhang. Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track). 2023.

Topics & Concepts

ZhàngComputer scienceArtificial intelligenceDifferential privacyDifferential (mechanical device)PhilosophyEngineeringLawPolitical scienceChinaData miningAerospace engineeringPrivacy-Preserving Technologies in Data