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Optimal Compression of Locally Differentially Private Mechanisms


Oct 29, 2021
Abhin Shah, Wei-Ning Chen, Johannes Balle, Peter Kairouz, Lucas Theis


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Breaking The Dimension Dependence in Sparse Distribution Estimation under Communication Constraints


Jun 16, 2021
Wei-Ning Chen, Peter Kairouz, Ayfer Özgür


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Breaking the Communication-Privacy-Accuracy Trilemma


Jul 22, 2020
Wei-Ning Chen, Peter Kairouz, Ayfer Özgür

* 31 pages, 8 figures, submitted to NeurIPS 2020 

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Fisher information under local differential privacy


May 21, 2020
Leighton Pate Barnes, Wei-Ning Chen, Ayfer Ozgur


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