The Poisson Binomial Mechanism for Unbiased Federated Learning with Secure Aggregation

Wei-Ning Chen, Ayfer Özgür, Peter Kairouz. The Poisson Binomial Mechanism for Unbiased Federated Learning with Secure Aggregation. 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 3490-3506, PMLR, 2022. [doi]

Abstract

Abstract is missing.