List of works - Hien D Nguyen

A Block Successive Lower-Bound Maximization Algorithm for the Maximum Pseudo-Likelihood Estimation of Fully Visible Boltzmann Machines.

scientific article published on 6 January 2016

A Universal Approximation Theorem for Mixture-of-Experts Models.

scientific article

Approximation by finite mixtures of continuous density functions that vanish at infinity

scientific article published in 2020

Approximations of conditional probability density functions in Lebesgue spaces via mixture of experts models

scientific article published in 2021

Asymptotic Normality of the Maximum Pseudolikelihood Estimator for Fully Visible Boltzmann Machines

scientific article published on 07 May 2015

BoltzMM: an R package for maximum pseudolikelihood estimation of fully-visible Boltzmann machines

scientific article published on 15 February 2019

Expression of PTRF in PC-3 Cells modulates cholesterol dynamics and the actin cytoskeleton impacting secretion pathways

scientific article

False discovery rate control in magnetic resonance imaging studies via Markov random fields

scientific article published on 7 May 2014

Global implicit function theorems and the online expectation–maximisation algorithm

scientific article published in 2022

Maximum Pseudolikelihood Estimation for Model-Based Clustering of Time Series Data

scientific article

Mini-batch learning of exponential family finite mixture models

scientific article published in 2020

Mixture of time-dependent growth models with an application to blue swimmer crab length-frequency data

scientific article

Online quantitative proteomics p-value calculator for permutation-based statistical testing of peptide ratios.

scientific article published on 30 July 2014

Statistical Evaluation of Labeled Comparative Profiling Proteomics Experiments Using Permutation Test.

scientific article published in January 2017

Sub‐Weibull distributions: Generalizing sub‐Gaussian and sub‐Exponential properties to heavier tailed distributions

scientific article published in 2020

Whole-Volume Clustering of Time Series Data from Zebrafish Brain Calcium Images via Mixture Modeling

scientific article published on 06 December 2017

logKDE: log-transformed kernel density estimation

scientific article published on 06 August 2018

studentlife: Tidy Handling and Navigation of a Valuable Mobile-Health Dataset

scientific article published on 21 August 2019

List of works by Hien D Nguyen

A Block Successive Lower-Bound Maximization Algorithm for the Maximum Pseudo-Likelihood Estimation of Fully Visible Boltzmann Machines.

A Universal Approximation Theorem for Mixture-of-Experts Models.

Approximation by finite mixtures of continuous density functions that vanish at infinity

Approximations of conditional probability density functions in Lebesgue spaces via mixture of experts models

Asymptotic Normality of the Maximum Pseudolikelihood Estimator for Fully Visible Boltzmann Machines

BoltzMM: an R package for maximum pseudolikelihood estimation of fully-visible Boltzmann machines

Expression of PTRF in PC-3 Cells modulates cholesterol dynamics and the actin cytoskeleton impacting secretion pathways

False discovery rate control in magnetic resonance imaging studies via Markov random fields

Global implicit function theorems and the online expectation–maximisation algorithm

Maximum Pseudolikelihood Estimation for Model-Based Clustering of Time Series Data

Mini-batch learning of exponential family finite mixture models

Mixture of time-dependent growth models with an application to blue swimmer crab length-frequency data

Online quantitative proteomics p-value calculator for permutation-based statistical testing of peptide ratios.

Statistical Evaluation of Labeled Comparative Profiling Proteomics Experiments Using Permutation Test.

Sub‐Weibull distributions: Generalizing sub‐Gaussian and sub‐Exponential properties to heavier tailed distributions

Whole-Volume Clustering of Time Series Data from Zebrafish Brain Calcium Images via Mixture Modeling

logKDE: log-transformed kernel density estimation

studentlife: Tidy Handling and Navigation of a Valuable Mobile-Health Dataset