Consistency of mixture models with a prior on the number of components

6 May 2022

Papers citing "Consistency of mixture models with a prior on the number of components"

16 / 16 papers shown

Title
A Bayesian approach to functional regression: theory and computation J. Berrendero A. Coín Antonio Cuevas 51 0 0 21 Dec 2023
Bayesian nonparametric modeling of latent partitions via Stirling-gamma priors Alessandro Zito T. Rigon David B. Dunson 70 2 0 04 Jun 2023
Fair Clustering via Hierarchical Fair-Dirichlet Process Abhisek Chakraborty A. Bhattacharya D. Pati FaML 44 3 0 27 May 2023
Robust probabilistic inference via a constrained transport metric Abhisek Chakraborty A. Bhattacharya D. Pati 73 3 0 17 Mar 2023
On Excess Mass Behavior in Gaussian Mixture Models with Orlicz-Wasserstein Distances Aritra Guha N. Ho X. Nguyen 47 4 0 27 Jan 2023
Bayesian mixture models (in)consistency for the number of clusters Louise Alamichel D. Bystrova Julyan Arbel Guillaume Kon Kam King 195 6 0 25 Oct 2022
Bayesian Sparse Gaussian Mixture Model in High Dimensions Dapeng Yao Fangzheng Xie Yanxun Xu 89 1 0 21 Jul 2022
Bayesian inference for continuous-time hidden Markov models with an unknown number of states Yu Luo D. Stephens 36 9 0 20 Jun 2021
Consistent Bayesian Community Detection Sheng Jiang S. Tokdar 49 6 0 16 Jan 2021
Optimal Bayesian estimation of Gaussian mixtures with growing number of components Ilsang Ohn Lizhen Lin 63 18 0 17 Jul 2020
Finite mixture models do not reliably learn the number of components Diana Cai Trevor Campbell Tamara Broderick 64 23 0 08 Jul 2020
Estimating the Number of Components in Finite Mixture Models via the Group-Sort-Fuse Procedure Tudor Manole Abbas Khalili 66 20 0 24 May 2020
Spatial Clustering Regression of Count Value Data via Bayesian Mixture of Finite Mixtures P. Zhao Hou‐Cheng Yang D. Dey Guanyu Hu 76 6 0 16 Feb 2020
Bayesian Clustering for Continuous-Time Hidden Markov Models Yu Luo D. Stephens David L. Buckeridge 47 3 0 24 Jun 2019
On posterior contraction of parameters and interpretability in Bayesian mixture modeling Aritra Guha Nhat Ho X. Nguyen 69 57 0 15 Jan 2019
Adaptive Bayesian Estimation of Mixed Discrete-Continuous Distributions under Smoothness and Sparsity Andriy Norets Justinas Pelenis 42 7 0 19 Jun 2018