Minimax bounds for estimating multivariate Gaussian location mixtures

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Minimax bounds for estimating multivariate Gaussian location mixtures

1 December 2020

Arlene K. H. Kim

Adityanand Guntuboyina

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

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Title
Dimension-Free Convergence of Diffusion Models for Approximate Gaussian Mixtures Gen Li Changxiao Cai Yuting Wei DiffM 75 1 0 07 Apr 2025
Optimal score estimation via empirical Bayes smoothing Andre Wibisono Yihong Wu Kaylee Yingxi Yang 88 27 0 12 Feb 2024
Density estimation using the perceptron P. R. Gerber Tianze Jiang Yury Polyanskiy Rui Sun 80 0 0 29 Dec 2023
Entropic characterization of optimal rates for learning Gaussian mixtures Zeyu Jia Yury Polyanskiy Yihong Wu 85 5 0 21 Jun 2023
Empirical Bayes estimation: When does $g$ -modeling beat $f$ -modeling in theory (and in practice)? Yandi Shen Yihong Wu 56 5 0 23 Nov 2022
Sharp regret bounds for empirical Bayes and compound decision problems Yury Polyanskiy Yihong Wu 63 19 0 08 Sep 2021
Multivariate, Heteroscedastic Empirical Bayes via Nonparametric Maximum Likelihood Jake A. Soloff Adityanand Guntuboyina B. Sen 81 21 0 08 Sep 2021
Fisher-Pitman permutation tests based on nonparametric Poisson mixtures with application to single cell genomics Zhen Miao Weihao Kong Ramya Korlakai Vinayak Wei Sun Fangzhu Han 58 9 0 06 Jun 2021