Hien Duy Nguyen

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Geoffrey J. McLachlanProfessor of Statistics, University of QueenslandVerified email at uq.edu.au
Faïcel ChamroukhiProfessor of Data Sience & AI @UniCaen // Scientific responsible of Data Science & AI @ RTO SystemXVerified email at unicaen.fr
Florence ForbesDirector of Research, INRIA, Grenoble Rhone-AlpesVerified email at inria.fr
Daniel Vidali FryerThe University of QueenslandVerified email at uq.edu.au
TrungTin NguyenPostdoctoral Research Fellow at Queensland University of Technology, AustraliaVerified email at qut.edu.au
Julyan ArbelInria - Univ. Grenoble AlpesVerified email at inria.fr
Inga StrümkeNorwegian University of Science and TechnologyVerified email at ntnu.no
Dr Andrew JankeQueensland University of TechnologyVerified email at qut.edu.au
Luke R. Lloyd-JonesResearch Scientist, CSIROVerified email at csiro.au
Lune BellecCRIUGM, Psychology, University of MontrealVerified email at criugm.qc.ca
Ian WoodLecturer in Statistics, University of QueenslandVerified email at uq.edu.au
Andrew Thomas JonesUniversity of QueenslandVerified email at uq.edu.au
Long T. TruongLa Trobe UniversityVerified email at latrobe.edu.au
Stéphane GirardInria, FranceVerified email at inrialpes.fr
Jeremy F.P. UllmannResearch Fellow, Boston Children's Hospital and Harvard Medical SchoolVerified email at uq.edu.au
Fazel AlmasiResearch Scientist Agriculture VictoriaVerified email at agriculture.vic.gov.au
Michael StearProfessor of Animal BiologyVerified email at latrobe.edu.au
Mariia VladimirovaSenior Researcher @ Criteo AI LabVerified email at criteo.com
Sebastian UrchsMontreal Neurological InstituteVerified email at mail.mcgill.ca
Angela TamPerceiv Research Inc.Verified email at mail.mcgill.ca

Hien Duy Nguyen

La Trobe University and Kyushu University

Verified email at latrobe.edu.au - Homepage

Statistics Data Analysis Machine Learning Neural Networks Probability


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Shapley Values for Feature Selection: The Good, the Bad, and the Axioms D Fryer, I Strümke, H Nguyen IEEE Access 9, 144352 - 144360, 2021	266	2021
Sub‐Weibull distributions: Generalizing sub‐Gaussian and sub‐Exponential properties to heavier tailed distributions M Vladimirova, S Girard, H Nguyen, J Arbel Stat 9 (1), e318, 2020	110	2020
Expression of PTRF in PC-3 Cells modulates cholesterol dynamics and the actin cytoskeleton impacting secretion pathways KL Inder, YZ Zheng, MJ Davis, H Moon, D Loo, H Nguyen, JA Clements, ... Molecular & Cellular Proteomics 11 (2), 2012	79	2012
Approximation by finite mixtures of continuous density functions that vanish at infinity TT Nguyen, HD Nguyen, F Chamroukhi, GJ McLachlan Cogent Mathematics & Statistics 7 (1), 1750861, 2020	76	2020
Model‐based clustering and classification of functional data F Chamroukhi, HD Nguyen Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 9 (4 …, 2019	76	2019
Laplace mixture of linear experts HD Nguyen, GJ McLachlan Computational Statistics & Data Analysis 93, 177-191, 2016	62	2016
Multisite generalizability of schizophrenia diagnosis classification based on functional brain connectivity P Orban, C Dansereau, L Desbois, V Mongeau-Pérusse, CÉ Giguère, ... Schizophrenia research 192, 167-171, 2018	59	2018
Practical and theoretical aspects of mixture‐of‐experts modeling: An overview HD Nguyen, F Chamroukhi Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 8 (4 …, 2018	55	2018
On approximations via convolution-defined mixture models HD Nguyen, G McLachlan Communications in Statistics-Theory and Methods 48 (16), 3945-3955, 2019	48	2019
A universal approximation theorem for mixture-of-experts models HD Nguyen, LR Lloyd-Jones, GJ McLachlan Neural computation 28 (12), 2585-2593, 2016	45	2016
Pedestrian overpass use and its relationships with digital and social distractions, and overpass characteristics LT Truong, HTT Nguyen, HD Nguyen, HV Vu Accident Analysis & Prevention 131, 234-238, 2019	40	2019
A globally convergent algorithm for lasso-penalized mixture of linear regression models LR Lloyd-Jones, HD Nguyen, GJ McLachlan Computational Statistics & Data Analysis 119, 19-38, 2018	39	2018
An introduction to Majorization‐Minimization algorithms for machine learning and statistical estimation HD Nguyen Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 7 (2 …, 2017	37	2017
Mini-batch learning of exponential family finite mixture models HD Nguyen, F Forbes, GJ McLachlan Statistics and Computing 30, 731-748, 2020	36	2020
Approximation results regarding the multiple-output Gaussian gated mixture of linear experts model HD Nguyen, F Chamroukhi, F Forbes Neurocomputing 366, 208-214, 2019	35*	2019
Online Quantitative Proteomics p-Value Calculator for Permutation-Based Statistical Testing of Peptide Ratios D Chen, A Shah, H Nguyen, D Loo, KL Inder, MM Hill Journal of proteome research 13 (9), 4184-4191, 2014	34	2014
Approximate Bayesian computation via the energy statistic HD Nguyen, J Arbel, H Lü, F Forbes IEEE Access 8, 131683-131698, 2020	32	2020
Passive superconducting circulator on a chip R Navarathna, DT Le, AR Hamann, HD Nguyen, TM Stace, A Fedorov Physical review letters 130 (3), 037001, 2023	27	2023
On strict sub-Gaussianity, optimal proxy variance and symmetry for bounded random variables J Arbel, O Marchal, HD Nguyen ESAIM: Probability and Statistics 24, 39-55, 2020	27	2020
A robust permutation test for quantitative SILAC proteomics experiments HD Nguyen, IA Wood, MM Hill Journal of Integrated OMICS 2 (2), 80-93, 2012	27	2012

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