Dimension-free PAC-Bayesian bounds for the estimation of the mean of a random vector

12 February 2018

Papers citing "Dimension-free PAC-Bayesian bounds for the estimation of the mean of a random vector"

12 / 12 papers shown

Title
Time-Uniform Confidence Spheres for Means of Random Vectors Ben Chugg Hongjian Wang Aaditya Ramdas 203 5 0 14 Nov 2023
Covariance Estimation under Missing Observations and $L_4-L_2$ Moment Equivalence Pedro Abdalla 67 1 0 22 May 2023
On Private and Robust Bandits Yulian Wu Xingyu Zhou Youming Tao Di Wang 78 7 0 06 Feb 2023
User-friendly introduction to PAC-Bayes bounds Pierre Alquier FedML 193 206 0 21 Oct 2021
Dimension-free Bounds for Sums of Independent Matrices and Simple Tensors via the Variational Principle Nikita Zhivotovskiy 79 35 0 18 Aug 2021
New bounds for $k$ -means and information $k$ -means Gautier Appert O. Catoni 69 5 0 14 Jan 2021
Universal Robust Regression via Maximum Mean Discrepancy Pierre Alquier Mathieu Gerber 139 16 0 01 Jun 2020
Mean estimation and regression under heavy-tailed distributions--a survey Gabor Lugosi S. Mendelson 105 246 0 10 Jun 2019
A Generalization Bound for Online Variational Inference Badr-Eddine Chérief-Abdellatif Pierre Alquier Mohammad Emtiyaz Khan BDL 69 27 0 08 Apr 2019
Fast Mean Estimation with Sub-Gaussian Rates Yeshwanth Cherapanamjeri Nicolas Flammarion Peter L. Bartlett 79 78 0 06 Feb 2019
Mean Estimation with Sub-Gaussian Rates in Polynomial Time Samuel B. Hopkins 87 81 0 19 Sep 2018
Dimension-free PAC-Bayesian bounds for matrices, vectors, and linear least squares regression O. Catoni Ilaria Giulini 55 66 0 07 Dec 2017