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Training Production Language Models without Memorizing User Data

Sep 21, 2020
Swaroop Ramaswamy, Om Thakkar, Rajiv Mathews, Galen Andrew, H. Brendan McMahan, Fran├žoise Beaufays

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Differentially Private Learning with Adaptive Clipping

May 09, 2019
Om Thakkar, Galen Andrew, H. Brendan McMahan

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A General Approach to Adding Differential Privacy to Iterative Training Procedures

Dec 15, 2018
H. Brendan McMahan, Galen Andrew

* Presented at NeurIPS 2018 workshop on Privacy Preserving Machine Learning 

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Applied Federated Learning: Improving Google Keyboard Query Suggestions

Dec 07, 2018
Timothy Yang, Galen Andrew, Hubert Eichner, Haicheng Sun, Wei Li, Nicholas Kong, Daniel Ramage, Fran├žoise Beaufays

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