U-statistics of growing order and sub-Gaussian mean estimators with sharp constants

24 February 2022

Papers citing "U-statistics of growing order and sub-Gaussian mean estimators with sharp constants"

8 / 8 papers shown

Title
On Differentially Private U Statistics Kamalika Chaudhuri Po-Ling Loh Shourya Pandey Purnamrita Sarkar FedML 54 0 0 06 Jul 2024
Optimal nonparametric estimation of the expected shortfall risk Daniel Bartl Stephan Eckstein 19 0 0 01 May 2024
Beyond Catoni: Sharper Rates for Heavy-Tailed and Robust Mean Estimation Shivam Gupta Samuel B. Hopkins Eric Price 16 2 0 21 Nov 2023
The Geometric Median and Applications to Robust Mean Estimation Stanislav Minsker Nate Strawn 33 4 0 06 Jul 2023
Efficient median of means estimator Stanislav Minsker 15 5 0 30 May 2023
Outlier-Robust Sparse Mean Estimation for Heavy-Tailed Distributions Ilias Diakonikolas D. Kane Jasper C. H. Lee Ankit Pensia 17 12 0 29 Nov 2022
Private Stochastic Optimization With Large Worst-Case Lipschitz Parameter: Optimal Rates for (Non-Smooth) Convex Losses and Extension to Non-Convex Losses Andrew Lowy Meisam Razaviyayn 30 13 0 15 Sep 2022
Finite-Sample Maximum Likelihood Estimation of Location Shivam Gupta Jasper C. H. Lee Eric Price Paul Valiant 16 8 0 06 Jun 2022