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Multivariate, Heteroscedastic Empirical Bayes via Nonparametric Maximum
  Likelihood

Multivariate, Heteroscedastic Empirical Bayes via Nonparametric Maximum Likelihood

8 September 2021
Jake A. Soloff
Adityanand Guntuboyina
B. Sen
ArXivPDFHTML

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
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
Model-free Estimation of Latent Structure via Multiscale Nonparametric Maximum Likelihood
Bryon Aragam
Ruiyi Yang
37
0
0
29 Oct 2024
On the best approximation by finite Gaussian mixtures
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
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
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
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
Empirical Bayes via ERM and Rademacher complexities: the Poisson model
Soham Jana
Yury Polyanskiy
Anzo Teh
Yihong Wu
13
4
0
05 Jul 2023
Empirical partially Bayes multiple testing and compound $χ^2$
  decisions
Empirical partially Bayes multiple testing and compound χ2χ^2χ2 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
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
A nonparametric regression alternative to empirical Bayes approaches to simultaneous estimation
Alton Barbehenn
S. Zhao
14
3
0
30 Apr 2022
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