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Dimension-free Bounds for Sums of Independent Matrices and Simple
  Tensors via the Variational Principle

Dimension-free Bounds for Sums of Independent Matrices and Simple Tensors via the Variational Principle

18 August 2021
Nikita Zhivotovskiy
ArXivPDFHTML

Papers citing "Dimension-free Bounds for Sums of Independent Matrices and Simple Tensors via the Variational Principle"

9 / 9 papers shown
Title
Time-Uniform Confidence Spheres for Means of Random Vectors
Time-Uniform Confidence Spheres for Means of Random Vectors
Ben Chugg
Hongjian Wang
Aaditya Ramdas
40
5
0
14 Nov 2023
Bayesian Analysis for Over-parameterized Linear Model via Effective Spectra
Bayesian Analysis for Over-parameterized Linear Model via Effective Spectra
Tomoya Wakayama
Masaaki Imaizumi
47
1
0
25 May 2023
Covariance Estimation under Missing Observations and $L_4-L_2$ Moment
  Equivalence
Covariance Estimation under Missing Observations and L4−L2L_4-L_2L4​−L2​ Moment Equivalence
Pedro Abdalla
15
1
0
22 May 2023
Statistically Optimal Robust Mean and Covariance Estimation for
  Anisotropic Gaussians
Statistically Optimal Robust Mean and Covariance Estimation for Anisotropic Gaussians
A. Minasyan
Nikita Zhivotovskiy
16
9
0
21 Jan 2023
Robust Estimation and Inference for Expected Shortfall Regression with
  Many Regressors
Robust Estimation and Inference for Expected Shortfall Regression with Many Regressors
Xuming He
Kean Ming Tan
Wen-Xin Zhou
11
7
0
11 Dec 2022
Improved covariance estimation: optimal robustness and sub-Gaussian
  guarantees under heavy tails
Improved covariance estimation: optimal robustness and sub-Gaussian guarantees under heavy tails
R. I. Oliveira
Zoraida F. Rico
11
10
0
27 Sep 2022
Exact spectral norm error of sample covariance
Exact spectral norm error of sample covariance
Q. Han
16
8
0
27 Jul 2022
Covariance Estimation: Optimal Dimension-free Guarantees for Adversarial
  Corruption and Heavy Tails
Covariance Estimation: Optimal Dimension-free Guarantees for Adversarial Corruption and Heavy Tails
Pedro Abdalla
Nikita Zhivotovskiy
25
25
0
17 May 2022
User-friendly introduction to PAC-Bayes bounds
User-friendly introduction to PAC-Bayes bounds
Pierre Alquier
FedML
34
196
0
21 Oct 2021
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