Multivariate, Heteroscedastic Empirical Bayes via Nonparametric Maximum
Likelihood

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Multivariate, Heteroscedastic Empirical Bayes via Nonparametric Maximum Likelihood

8 September 2021

Adityanand Guntuboyina

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Papers citing "Multivariate, Heteroscedastic Empirical Bayes via Nonparametric Maximum Likelihood"

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Title
Model-free Estimation of Latent Structure via Multiscale Nonparametric Maximum Likelihood Bryon Aragam Ruiyi Yang 114 0 0 29 Oct 2024
On the best approximation by finite Gaussian mixtures Yun Ma Yihong Wu Pengkun Yang 66 1 0 13 Apr 2024
Minimax bounds for estimating multivariate Gaussian location mixtures Arlene K. H. Kim Adityanand Guntuboyina 40 9 0 01 Dec 2020
Self-regularizing Property of Nonparametric Maximum Likelihood Estimator in Mixture Models Yury Polyanskiy Yihong Wu 55 28 0 19 Aug 2020
Optimal estimation of high-dimensional location Gaussian mixtures Natalie Doss Yihong Wu Pengkun Yang Harrison H. Zhou 59 21 0 14 Feb 2020
Entropic optimal transport is maximum-likelihood deconvolution Philippe Rigollet Jonathan Niles-Weed OT 64 78 0 14 Sep 2018
Optimal estimation of Gaussian mixtures via denoised method of moments Yihong Wu Pengkun Yang 103 76 0 19 Jul 2018
A fast algorithm for maximum likelihood estimation of mixture proportions using sequential quadratic programming Youngseok Kim P. Carbonetto M. Stephens M. Anitescu 49 30 0 04 Jun 2018
On the nonparametric maximum likelihood estimator for Gaussian location mixture densities with application to Gaussian denoising Sujayam Saha Adityanand Guntuboyina 71 46 0 06 Dec 2017
Maximum Number of Modes of Gaussian Mixtures Carlos Améndola Alexander Engstrom Christian Haase 43 31 0 16 Feb 2017
Minimax rates of convergence for Wasserstein deconvolution with supersmooth errors in any dimension J. Dedecker Bertrand Michel 56 18 0 25 Feb 2013
Convergence of latent mixing measures in finite and infinite mixture models X. Nguyen 98 184 0 15 Sep 2011
General maximum likelihood empirical Bayes estimation of normal means Wenhua Jiang Cun-Hui Zhang 342 215 0 12 Aug 2009
Extreme deconvolution: Inferring complete distribution functions from noisy, heterogeneous and incomplete observations J. Bovy D. Hogg S. Roweis 79 126 0 19 May 2009
Density estimation with heteroscedastic error A. Delaigle A. Meister 83 87 0 15 May 2008