Optimal Algorithms for Mean Estimation under Local Differential Privacy

Hilal Asi, Vitaly Feldman, Kunal Talwar. Optimal Algorithms for Mean Estimation under Local Differential Privacy. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 1046-1056, PMLR, 2022. [doi]

Abstract

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