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"

5 / 5 papers shown

Title
$L_q$ Lower Bounds on Distributed Estimation via Fisher Information Wei-Ning Chen Ayfer Özgür 26 1 0 02 Feb 2024
Training generative models from privatized data Daria Reshetova Wei-Ning Chen Ayfer Özgür FedML 28 2 0 15 Jun 2023
Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints Xinmeng Huang Dong-hwan Lee Edgar Dobriban Hamed Hassani 21 3 0 01 Jun 2022
Optimal Compression of Locally Differentially Private Mechanisms Abhin Shah Wei-Ning Chen Johannes Ballé Peter Kairouz Lucas Theis 22 42 0 29 Oct 2021
Geometric Lower Bounds for Distributed Parameter Estimation under Communication Constraints Yanjun Han Ayfer Özgür Tsachy Weissman 38 90 0 23 Feb 2018