Optimal Mean Estimation without a Variance

24 November 2020

Papers citing "Optimal Mean Estimation without a Variance"

6 / 6 papers shown

Title
From Gradient Clipping to Normalization for Heavy Tailed SGD Florian Hübler Ilyas Fatkhullin Niao He 40 5 0 17 Oct 2024
Tight Bounds for Local Glivenko-Cantelli Moïse Blanchard Václav Vorácek 18 5 0 03 Aug 2023
Nearly-Linear Time and Streaming Algorithms for Outlier-Robust PCA Ilias Diakonikolas D. Kane Ankit Pensia Thanasis Pittas OOD 34 10 0 04 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
Convergence Rates of Stochastic Gradient Descent under Infinite Noise Variance Hongjian Wang Mert Gurbuzbalaban Lingjiong Zhu Umut cSimcsekli Murat A. Erdogdu 13 41 0 20 Feb 2021
On Monte-Carlo methods in convex stochastic optimization Daniel Bartl S. Mendelson 23 8 0 19 Jan 2021