Multivariate, Heteroscedastic Empirical Bayes via Nonparametric Maximum Likelihood

8 September 2021

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

10 / 10 papers shown

Title
Nonparametric MLE for Gaussian Location Mixtures: Certified Computation and Generic Behavior Yury Polyanskiy Mark Sellke 56 0 0 26 Mar 2025
Model-free Estimation of Latent Structure via Multiscale Nonparametric Maximum Likelihood Bryon Aragam Ruiyi Yang 40 0 0 29 Oct 2024
On the best approximation by finite Gaussian mixtures Yun Ma Yihong Wu Pengkun Yang 25 1 0 13 Apr 2024
A New Perspective On Denoising Based On Optimal Transport Nicolas García Trillos Bodhisattva Sen OOD OT 36 0 0 13 Dec 2023
Minimizing Convex Functionals over Space of Probability Measures via KL Divergence Gradient Flow Rentian Yao Linjun Huang Yun Yang 13 3 0 01 Nov 2023
A Mean Field Approach to Empirical Bayes Estimation in High-dimensional Linear Regression S. Mukherjee Bodhisattva Sen Subhabrata Sen 26 4 0 28 Sep 2023
Empirical Bayes via ERM and Rademacher complexities: the Poisson model Soham Jana Yury Polyanskiy Anzo Teh Yihong Wu 15 4 0 05 Jul 2023
Empirical partially Bayes multiple testing and compound $χ^2$ decisions Nikolaos Ignatiadis B. Sen 13 2 0 06 Mar 2023
On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models Yangjing Zhang Ying Cui B. Sen Kim-Chuan Toh 16 5 0 16 Aug 2022
A nonparametric regression alternative to empirical Bayes approaches to simultaneous estimation Alton Barbehenn S. Zhao 14 3 0 30 Apr 2022