Optimal estimation of high-dimensional location Gaussian mixtures

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Optimal estimation of high-dimensional location Gaussian mixtures

14 February 2020

Pengkun Yang

Harrison H. Zhou

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Papers citing "Optimal estimation of high-dimensional location Gaussian mixtures"

13 / 13 papers shown

Title
Dimension-Free Convergence of Diffusion Models for Approximate Gaussian Mixtures Gen Li Changxiao Cai Yuting Wei DiffM 75 1 0 07 Apr 2025
Nonparametric MLE for Gaussian Location Mixtures: Certified Computation and Generic Behavior Yury Polyanskiy Mark Sellke 84 1 0 26 Mar 2025
How much is a noisy image worth? Data Scaling Laws for Ambient Diffusion Giannis Daras Yeshwanth Cherapanamjeri Constantinos Daskalakis DiffM 101 9 0 05 Nov 2024
Decision Trees for Interpretable Clusters in Mixture Models and Deep Representations Maximilian Fleissner Maedeh Zarvandi Debarghya Ghoshdastidar 71 1 0 03 Nov 2024
Factor Adjusted Spectral Clustering for Mixture Models Shange Tang Soham Jana Jianqing Fan 112 1 0 22 Aug 2024
On the best approximation by finite Gaussian mixtures Yun Ma Yihong Wu Pengkun Yang 93 1 0 13 Apr 2024
Regularised optimal self-transport is approximate Gaussian mixture maximum likelihood Gilles Mordant OT 84 2 0 23 Oct 2023
Entropic characterization of optimal rates for learning Gaussian mixtures Zeyu Jia Yury Polyanskiy Yihong Wu 85 5 0 21 Jun 2023
Demystifying Softmax Gating Function in Gaussian Mixture of Experts Huy Nguyen TrungTin Nguyen Nhat Ho 95 26 0 05 May 2023
Bayesian Sparse Gaussian Mixture Model in High Dimensions Dapeng Yao Fangzheng Xie Yanxun Xu 98 1 0 21 Jul 2022
Multivariate, Heteroscedastic Empirical Bayes via Nonparametric Maximum Likelihood Jake A. Soloff Adityanand Guntuboyina B. Sen 81 21 0 08 Sep 2021
Robust Estimation in Finite Mixture Models Alexandre Lecestre OOD 20 2 0 01 Jul 2021
Fundamental limits for learning hidden Markov model parameters Kweku Abraham Zacharie Naulet Elisabeth Gassiat 70 6 0 24 Jun 2021