Optimal estimation of Gaussian mixtures via denoised method of moments

Optimal estimation of Gaussian mixtures via denoised method of moments

19 July 2018

Pengkun Yang

Papers citing "Optimal estimation of Gaussian mixtures via denoised method of moments"

15 / 15 papers shown

Title
Smoothed NPMLEs in nonparametric Poisson mixtures and beyond Keunwoo Lim Fang Han OT 34 1 0 13 Jun 2024
Gaussian mixtures closest to a given measure via optimal transport Jean-Bernard Lasserre OT 31 0 0 30 Apr 2024
On the best approximation by finite Gaussian mixtures Yun Ma Yihong Wu Pengkun Yang 47 1 0 13 Apr 2024
Entropic characterization of optimal rates for learning Gaussian mixtures Zeyu Jia Yury Polyanskiy Yihong Wu 41 4 0 21 Jun 2023
Moment Estimation for Nonparametric Mixture Models Through Implicit Tensor Decomposition Yifan Zhang Joe Kileel 27 3 0 25 Oct 2022
Tractable Optimality in Episodic Latent MABs Jeongyeol Kwon Yonathan Efroni Constantine Caramanis Shie Mannor 60 3 0 05 Oct 2022
Nonparametric mixture MLEs under Gaussian-smoothed optimal transport distance Fang Han Zhen Miao Yandi Shen OT 47 7 0 04 Dec 2021
Multivariate, Heteroscedastic Empirical Bayes via Nonparametric Maximum Likelihood Jake A. Soloff Adityanand Guntuboyina B. Sen 47 18 0 08 Sep 2021
Lower Bounds on the Total Variation Distance Between Mixtures of Two Gaussians Sami Davies A. Mazumdar S. Pal Cyrus Rashtchian 55 11 0 02 Sep 2021
Uniform Consistency in Nonparametric Mixture Models Bryon Aragam Ruiyi Yang 44 6 0 31 Aug 2021
Spectral Methods for Data Science: A Statistical Perspective Yuxin Chen Yuejie Chi Jianqing Fan Cong Ma 66 166 0 15 Dec 2020
Optimal Bayesian estimation of Gaussian mixtures with growing number of components Ilsang Ohn Lizhen Lin 48 17 0 17 Jul 2020
Estimating the Number of Components in Finite Mixture Models via the Group-Sort-Fuse Procedure Tudor Manole Abbas Khalili 32 19 0 24 May 2020
Flexible co-data learning for high-dimensional prediction M. V. van Nee L. Wessels M. A. van de Wiel OOD 23 14 0 08 May 2020
Consistency of Variational Bayes Inference for Estimation and Model Selection in Mixtures Badr-Eddine Chérief-Abdellatif Pierre Alquier 62 52 0 14 May 2018