Minimax bounds for estimation of normal mixtures

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Minimax bounds for estimation of normal mixtures

20 December 2011

Arlene K. H. Kim

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Papers citing "Minimax bounds for estimation of normal mixtures"

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Title
Optimal score estimation via empirical Bayes smoothing Andre Wibisono Yihong Wu Kaylee Yingxi Yang 262 40 0 12 Feb 2024
Entropic characterization of optimal rates for learning Gaussian mixturesAnnual Conference Computational Learning Theory (COLT), 2023 Zeyu Jia Yury Polyanskiy Yihong Wu 230 6 0 21 Jun 2023
Empirical Bayes estimation: When does $g$ -modeling beat $f$ -modeling in theory (and in practice)? Yandi Shen Yihong Wu 182 7 0 23 Nov 2022
Optimal empirical Bayes estimation for the Poisson model via minimum-distance methodsInformation and Inference A Journal of the IMA (JIII), 2022 Soham Jana Yury Polyanskiy Yihong Wu 126 10 0 03 Sep 2022
Sharp regret bounds for empirical Bayes and compound decision problems Yury Polyanskiy Yihong Wu 155 23 0 08 Sep 2021
Minimax bounds for estimating multivariate Gaussian location mixturesElectronic Journal of Statistics (EJS), 2020 Arlene K. H. Kim Adityanand Guntuboyina 187 10 0 01 Dec 2020
Self-regularizing Property of Nonparametric Maximum Likelihood Estimator in Mixture Models Yury Polyanskiy Yihong Wu 212 31 0 19 Aug 2020
Optimal estimation of high-dimensional location Gaussian mixturesAnnals of Statistics (Ann. Stat.), 2020 Natalie Doss Yihong Wu Pengkun Yang Harrison H. Zhou 130 24 0 14 Feb 2020
Nonparametric density estimation for intentionally corrupted functional dataStatistica sinica (SS), 2019 A. Delaigle A. Meister 88 1 0 17 Dec 2019
Optimal estimation of Gaussian mixtures via denoised method of momentsAnnals of Statistics (Ann. Stat.), 2018 Yihong Wu Pengkun Yang 269 82 0 19 Jul 2018
Nonparametric identification and maximum likelihood estimation for hidden Markov model Grigory Alexandrovich H. Holzmann Anna Leister 189 33 0 16 Apr 2014
Global rates of convergence in log-concave density estimation Arlene K. H. Kim R. Samworth 275 107 0 08 Apr 2014