Sharp Concentration Results for Heavy-Tailed Distributions

30 March 2020

Papers citing "Sharp Concentration Results for Heavy-Tailed Distributions"

14 / 14 papers shown

Title
Weighted Random Dot Product Graphs Bernardo Marenco P. Bermolen Marcelo Fiori Federico Larroca Gonzalo Mateos 50 1 0 06 May 2025
Testing Credibility of Public and Private Surveys through the Lens of Regression Debabrota Basu Sourav Chakraborty Debarshi Chanda Buddha Dev Das Arijit Ghosh Arnab Ray 35 0 0 07 Oct 2024
Concentration and moment inequalities for heavy-tailed random matrices M. Jirak Stanislav Minsker Yiqiu Shen Martin Wahl 23 1 0 17 Jul 2024
Clip Body and Tail Separately: High Probability Guarantees for DPSGD with Heavy Tails Haichao Sha Yang Cao Yong Liu Yuncheng Wu Ruixuan Liu Hong Chen 53 2 0 27 May 2024
Learning with User-Level Local Differential Privacy Puning Zhao Li Shen Rongfei Fan Qingming Li Huiwen Wu Xiaogang Xu Zhe Liu 34 2 0 27 May 2024
General Tail Bounds for Non-Smooth Stochastic Mirror Descent Khaled Eldowa Andrea Paudice 26 5 0 12 Dec 2023
Quasi Maximum Likelihood Estimation of High-Dimensional Factor Models: A Critical Review M. Barigozzi 11 2 0 21 Mar 2023
Exponential tail bounds and Large Deviation Principle for Heavy-Tailed U-Statistics Milad Bakhshizadeh 17 4 0 27 Jan 2023
Asymptotic consistency of the WSINDy algorithm in the limit of continuum data Daniel Messenger David M. Bortz 51 13 0 29 Nov 2022
Trace norm regularization for multi-task learning with scarce data Etienne Boursier Mikhail Konobeev Nicolas Flammarion 19 11 0 14 Feb 2022
On Empirical Risk Minimization with Dependent and Heavy-Tailed Data Abhishek Roy Krishnakumar Balasubramanian Murat A. Erdogdu 34 18 0 06 Sep 2021
Compressing Heavy-Tailed Weight Matrices for Non-Vacuous Generalization Bounds John Y. Shin 24 5 0 23 May 2021
A bounded-noise mechanism for differential privacy Y. Dagan Gil Kur 25 22 0 07 Dec 2020
Generic Error Bounds for the Generalized Lasso with Sub-Exponential Data Martin Genzel Christian Kipp 10 10 0 11 Apr 2020