Hien Duy Nguyen

Available identifiers

zbMath Open nguyen.hien-duyMaRDI QIDQ2080372

List of research outcomes

Publication	Date of Publication	Type
Spatial clustering of time series via mixture of autoregressions models and Markov random fields	2023-12-12	Paper
Global implicit function theorems and the online expectation–maximisation algorithm	2023-10-20	Paper
Approximation of probability density functions via location-scale finite mixtures in Lebesgue spaces	2023-07-11	Paper
Order selection with confidence for finite mixture models	2023-06-20	Paper
Multivariate expectile-based distribution: properties, Bayesian inference, and applications	2023-06-20	Paper
PanIC: consistent information criteria for general model selection problems	2023-03-06	Paper
A non-asymptotic approach for model selection via penalization in high-dimensional mixture of experts models	2022-10-18	Paper
Summary statistics and discrepancy measures for approximate Bayesian computation via surrogate posteriors	2022-10-07	Paper
On approximations via convolution-defined mixture models	2022-05-17	Paper
Approximations of conditional probability density functions in Lebesgue spaces via mixture of experts models	2022-04-22	Paper
Some theoretical results regarding the polygonal distribution	2022-02-16	Paper
A non-asymptotic approach for model selection via penalization in high-dimensional mixture of experts models	2021-04-06	Paper
Approximation by finite mixtures of continuous density functions that vanish at infinity	2020-11-11	Paper
Whole‐volume clustering of time series data from zebrafish brain calcium images via mixture modeling	2020-10-14	Paper
Finite sample inference for generic autoregressive models	2020-09-23	Paper
Randomized mixture models for probability density approximation and estimation	2020-09-22	Paper
Universal Inference with Composite Likelihoods	2020-09-02	Paper
Mini-batch learning of exponential family finite mixture models	2020-08-27	Paper
Regularized Estimation and Feature Selection in Mixtures of Gaussian-Gated Experts Models	2020-08-07	Paper
On strict sub-Gaussianity, optimal proxy variance and symmetry for bounded random variables	2020-05-18	Paper
False discovery rate control for grouped or discretely supported p-values with application to a neuroimaging study	2020-01-24	Paper
Stream-suitable optimization algorithms for some soft-margin support vector machine variants	2019-10-18	Paper
Maximum Pseudolikelihood Estimation for Model-Based Clustering of Time Series Data	2019-06-06	Paper
A Universal Approximation Theorem for Mixture-of-Experts Models	2019-06-05	Paper
A Block Successive Lower-Bound Maximization Algorithm for the Maximum Pseudo-Likelihood Estimation of Fully Visible Boltzmann Machines	2019-06-04	Paper
Maximum likelihood estimation of Gaussian mixture models without matrix operations	2019-06-03	Paper
Sub-Weibull distributions: generalizing sub-Gaussian and sub-Exponential properties to heavier-tailed distributions	2019-05-13	Paper
A globally convergent algorithm for Lasso-penalized mixture of linear regression models	2018-08-17	Paper
Linear mixed models with marginally symmetric nonparametric random effects	2018-08-15	Paper
Maximum likelihood estimation of triangular and polygonal distributions	2018-08-15	Paper
Mixtures of spatial spline regressions for clustering and classification	2018-08-15	Paper
Laplace mixture of linear experts	2018-08-15	Paper
Chunked-and-averaged estimators for vector parameters	2018-06-14	Paper
Stream-suitable optimization algorithms for some soft-margin support vector machine variants	2018-03-31	Paper
Progress on a conjecture regarding the triangular distribution	2017-12-06	Paper
Mixture of time‐dependent growth models with an application to blue swimmer crab length‐frequency data	2017-09-07	Paper
Laplace mixture autoregressive models	2016-04-22	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

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This page was built for person: Hien Duy Nguyen