Distributed Statistical Estimation and Rates of Convergence in Normal Approximation

9 April 2017

Papers citing "Distributed Statistical Estimation and Rates of Convergence in Normal Approximation"

16 / 16 papers shown

Title
Byzantine-tolerant distributed learning of finite mixture models Qiong Zhang Jiahua Chen Jiahua Chen FedML 37 0 0 19 Jul 2024
Copula Approximate Bayesian Computation Using Distribution Random Forests G. Karabatsos 32 1 0 28 Feb 2024
Optimality in Mean Estimation: Beyond Worst-Case, Beyond Sub-Gaussian, and Beyond $1+α$ Moments Trung Dang Jasper C. H. Lee Maoyuan Song Paul Valiant 11 1 0 21 Nov 2023
Machine Learning and the Future of Bayesian Computation Steven Winter Trevor Campbell Lizhen Lin Sanvesh Srivastava David B. Dunson TPM 24 4 0 21 Apr 2023
A review of distributed statistical inference Yuan Gao Weidong Liu Hansheng Wang Xiaozhou Wang Yibo Yan Riquan Zhang 8 42 0 13 Apr 2023
On deviation probabilities in non-parametric regression Anna Ben-Hamou A. Guyader 20 1 0 25 Jan 2023
Decentralized Federated Learning: Fundamentals, State of the Art, Frameworks, Trends, and Challenges Enrique Tomás Martínez Beltrán Mario Quiles Pérez Pedro Miguel Sánchez Sánchez Sergio López Bernal Gérome Bovet M. Pérez Gregorio Martínez Pérez Alberto Huertas Celdrán FedML 18 221 0 15 Nov 2022
U-statistics of growing order and sub-Gaussian mean estimators with sharp constants Stanislav Minsker 16 13 0 24 Feb 2022
Do we need to estimate the variance in robust mean estimation? Qiang Sun OOD 18 7 0 30 Jun 2021
Robust subgaussian estimation with VC-dimension Jules Depersin 25 12 0 24 Apr 2020
Robust subgaussian estimation of a mean vector in nearly linear time Jules Depersin Guillaume Lecué 21 92 0 07 Jun 2019
Second Order Expansions for Sample Median with Random Sample Size G. Christoph V. Ulyanov V. Bening 15 5 0 19 May 2019
Robust high dimensional learning for Lipschitz and convex losses Geoffrey Chinot Guillaume Lecué M. Lerasle 15 18 0 10 May 2019
Uniform bounds for robust mean estimators Stanislav Minsker OOD FedML 10 35 0 09 Dec 2018
Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning Dong Yin Yudong Chen K. Ramchandran Peter L. Bartlett FedML 18 97 0 14 Jun 2018
MONK -- Outlier-Robust Mean Embedding Estimation by Median-of-Means M. Lerasle Z. Szabó Gaspar Massiot Guillaume Lecué 20 33 0 13 Feb 2018