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Singularity structures and impacts on parameter estimation in finite
  mixtures of distributions
v1v2v3v4 (latest)

Singularity structures and impacts on parameter estimation in finite mixtures of distributions

9 September 2016
Nhat Ho
X. Nguyen
ArXiv (abs)PDFHTML

Papers citing "Singularity structures and impacts on parameter estimation in finite mixtures of distributions"

10 / 10 papers shown
Title
Model Selection for Gaussian-gated Gaussian Mixture of Experts Using Dendrograms of Mixing Measures
Model Selection for Gaussian-gated Gaussian Mixture of Experts Using Dendrograms of Mixing Measures
Tuan Thai
TrungTin Nguyen
Dat Do
Nhat Ho
Christopher Drovandi
197
0
0
19 May 2025
Strong identifiability and parameter learning in regression with
  heterogeneous response
Strong identifiability and parameter learning in regression with heterogeneous response
Dat Do
Linh Do
X. Nguyen
72
4
0
08 Dec 2022
Beyond Black Box Densities: Parameter Learning for the Deviated
  Components
Beyond Black Box Densities: Parameter Learning for the Deviated Components
Dat Do
Nhat Ho
X. Nguyen
47
2
0
05 Feb 2022
Uniform Consistency in Nonparametric Mixture Models
Uniform Consistency in Nonparametric Mixture Models
Bryon Aragam
Ruiyi Yang
73
6
0
31 Aug 2021
Estimating the Number of Components in Finite Mixture Models via the
  Group-Sort-Fuse Procedure
Estimating the Number of Components in Finite Mixture Models via the Group-Sort-Fuse Procedure
Tudor Manole
Abbas Khalili
69
20
0
24 May 2020
Convergence of de Finetti's mixing measure in latent structure models
  for observed exchangeable sequences
Convergence of de Finetti's mixing measure in latent structure models for observed exchangeable sequences
Yun-Chun Wei
X. Nguyen
55
10
0
12 Apr 2020
Convergence Rates for Gaussian Mixtures of Experts
Convergence Rates for Gaussian Mixtures of Experts
Nhat Ho
Chiao-Yu Yang
Michael I. Jordan
73
43
0
09 Jul 2019
Sample Complexity of Nonparametric Semi-Supervised Learning
Sample Complexity of Nonparametric Semi-Supervised Learning
Chen Dan
Liu Leqi
Bryon Aragam
Pradeep Ravikumar
Eric Xing
21
0
0
10 Sep 2018
Identifiability of Nonparametric Mixture Models and Bayes Optimal
  Clustering
Identifiability of Nonparametric Mixture Models and Bayes Optimal Clustering
Bryon Aragam
Chen Dan
Eric Xing
Pradeep Ravikumar
72
30
0
12 Feb 2018
Robust estimation of mixing measures in finite mixture models
Robust estimation of mixing measures in finite mixture models
Nhat Ho
X. Nguyen
Yaácov Ritov
100
9
0
23 Sep 2017
1