Minh-Ngoc Tran
Minh-Ngoc Tran
Senior Lecturer, University of Sydney
Verifierad e-postadress på sydney.edu.au - Startsida
TitelCiteras avÅr
Bayesian Adaptive Lasso
C Leng, MN Tran, D Nott
Annals of the Institute of Statistical Mathematics, 2014
742014
Speeding up MCMC by efficient data subsampling
M Quiroz, M Villani, R Kohn, MN Tran
Journal of the American Statistical Association, 2018
682018
Variational Bayes with intractable likelihood
MN Tran, DJ Nott, R Kohn
Journal of Computational and Graphical Statistics 26 (4), 873-882, 2017
492017
Importance sampling squared for Bayesian inference in latent variable models
MN Tran, M Scharth, MK Pitt, R Kohn
arXiv:1309.3339, 2013
312013
The structural features and the deliberative quality of online discussions
W Zhang, X Cao, MN Tran
Telematics and informatics 30 (2), 74-86, 2013
282013
Variational Bayes with Synthetic Likelihood
VMH Ong, DJ Nott, MN Tran, SA Sisson, CC Drovandi
Statistics and Computing, 2017
272017
The block-Poisson estimator for optimally tuned exact subsampling MCMC
M Quiroz, MN Tran, M Villani, R Kohn, KD Dang
arXiv preprint arXiv:1603.08232, 2016
242016
Speeding up MCMC by delayed acceptance and data subsampling
M Quiroz, MN Tran, M Villani, R Kohn
Journal of Computational and Graphical Statistics, 2017
172017
Penalized maximum likelihood principle for choosing ridge parameter
MN Tran
Communications in Statistics-Simulation and Computation 38 (8), 1610-1624, 2009
172009
Block-wise pseudo-marginal Metropolis-Hastings
MN Tran, R Kohn, M Quiroz, M Villani
152016
Simultaneous variable selection and component selection for regression density estimation with mixtures of heteroscedastic experts
MN Tran, DJ Nott, R Kohn
Electronic Journal of Statistics 6, 1170-1199, 2012
152012
Variational approximation for heteroscedastic linear models and matching pursuit algorithms
DJ Nott, MN Tran, C Leng
Statistics and Computing 22 (2), 497-512, 2012
142012
Adversarial Robustness Toolbox v0. 2.2
MI Nicolae, M Sinn, MN Tran, A Rawat, M Wistuba, V Zantedeschi, ...
arXiv preprint arXiv:1807.01069, 2018
102018
Central limit theorem for functional of jump Markov processes
VH Nguyen, QH Vuong, MN Tran
Springer, 2005
102005
Likelihood-free inference in high dimensions with synthetic likelihood
VMH Ong, DJ Nott, MN Tran, SA Sisson, CC Drovandi
Computational Statistics & Data Analysis 128, 271-291, 2018
92018
The ensemble Kalman filter is an ABC algorithm
DJ Nott, L Marshall, TM Ngoc
Statistics and Computing 22 (6), 1273-1276, 2012
92012
Improving the efficiency of fully Bayesian optimal design of experiments using randomised quasi-Monte Carlo
CC Drovandi, MN Tran
Bayesian Analysis 13 (1), 139-162, 2018
82018
Copula-type Estimators for Flexible Multivariate Density Modeling using Mixtures
MN Tran, P Giordani, X Mun, R Kohn, M Pitt
Journal of Computational and Graphical Statistics, 2013
82013
The loss rank criterion for variable selection in linear regression analysis
M Tran
Scandinavian Journal of Statistics 38 (3), 466-479, 2011
82011
Hamiltonian Monte Carlo with energy conserving subsampling
KD Dang, M Quiroz, R Kohn, MN Tran, M Villani
arXiv preprint arXiv:1708.00955, 2017
72017
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Artiklar 1–20