Breaking The Dimension Dependence in Sparse Distribution Estimation under Communication Constraints

16 June 2021

Papers citing "Breaking The Dimension Dependence in Sparse Distribution Estimation under Communication Constraints"

7 / 7 papers shown

Title
Breaking the Communication-Privacy-Accuracy Trilemma Wei-Ning Chen Peter Kairouz Ayfer Özgür 116 119 0 22 Jul 2020
Fisher information under local differential privacy L. P. Barnes Wei-Ning Chen Ayfer Özgür FedML 80 48 0 21 May 2020
Advances and Open Problems in Federated Learning Peter Kairouz H. B. McMahan Brendan Avent A. Bellet M. Bennis ... Zheng Xu Qiang Yang Felix X. Yu Han Yu Sen Zhao FedML AI4CE 259 6,261 0 10 Dec 2019
Inference under Information Constraints II: Communication Constraints and Shared Randomness Jayadev Acharya C. Canonne Himanshu Tyagi 58 53 0 20 May 2019
Federated Heavy Hitters Discovery with Differential Privacy Wennan Zhu Peter Kairouz H. B. McMahan Haicheng Sun Wei Li FedML 74 109 0 22 Feb 2019
Inference under Information Constraints I: Lower Bounds from Chi-Square Contraction Jayadev Acharya C. Canonne Himanshu Tyagi 80 111 0 30 Dec 2018
Local, Private, Efficient Protocols for Succinct Histograms Raef Bassily Adam D. Smith FedML 62 457 0 18 Apr 2015