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Minimax bounds for estimating multivariate Gaussian location mixtures
v1v2 (latest)

Minimax bounds for estimating multivariate Gaussian location mixtures

Electronic Journal of Statistics (EJS), 2020
1 December 2020
Arlene K. H. Kim
Adityanand Guntuboyina
ArXiv (abs)PDFHTMLGithub

Papers citing "Minimax bounds for estimating multivariate Gaussian location mixtures"

8 / 8 papers shown
Dimension-Free Convergence of Diffusion Models for Approximate Gaussian Mixtures
Dimension-Free Convergence of Diffusion Models for Approximate Gaussian Mixtures
Gen Li
Changxiao Cai
Yuting Wei
DiffM
394
15
0
07 Apr 2025
Optimal score estimation via empirical Bayes smoothing
Optimal score estimation via empirical Bayes smoothing
Andre Wibisono
Yihong Wu
Kaylee Yingxi Yang
403
48
0
12 Feb 2024
Density estimation using the perceptron
Density estimation using the perceptron
P. R. Gerber
Tianze Jiang
Yury Polyanskiy
Rui Sun
366
0
0
29 Dec 2023
Entropic characterization of optimal rates for learning Gaussian
  mixtures
Entropic characterization of optimal rates for learning Gaussian mixturesAnnual Conference Computational Learning Theory (COLT), 2023
Zeyu Jia
Yury Polyanskiy
Yihong Wu
384
8
0
21 Jun 2023
Empirical Bayes estimation: When does $g$-modeling beat $f$-modeling in
  theory (and in practice)?
Empirical Bayes estimation: When does ggg-modeling beat fff-modeling in theory (and in practice)?
Yandi Shen
Yihong Wu
274
10
0
23 Nov 2022
Sharp regret bounds for empirical Bayes and compound decision problems
Sharp regret bounds for empirical Bayes and compound decision problems
Yury Polyanskiy
Yihong Wu
260
26
0
08 Sep 2021
Multivariate, Heteroscedastic Empirical Bayes via Nonparametric Maximum
  Likelihood
Multivariate, Heteroscedastic Empirical Bayes via Nonparametric Maximum Likelihood
Jake A. Soloff
Adityanand Guntuboyina
B. Sen
341
32
0
08 Sep 2021
Fisher-Pitman permutation tests based on nonparametric Poisson mixtures
  with application to single cell genomics
Fisher-Pitman permutation tests based on nonparametric Poisson mixtures with application to single cell genomicsJournal of the American Statistical Association (JASA), 2021
Zhen Miao
Weihao Kong
Ramya Korlakai Vinayak
Wei Sun
Fangzhu Han
215
10
0
06 Jun 2021
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