Прати
Minh-Ngoc Tran
Minh-Ngoc Tran
Associate Professor, University of Sydney
Верификована је имејл адреса на sydney.edu.au - Почетна страница
Наслов
Навело
Навело
Година
Speeding up MCMC by efficient data subsampling
M Quiroz, M Villani, R Kohn, MN Tran
Journal of the American Statistical Association, 2018
2642018
Bayesian Adaptive Lasso
C Leng, MN Tran, D Nott
Annals of the Institute of Statistical Mathematics, 2014
1782014
Variational Bayes with intractable likelihood
MN Tran, DJ Nott, R Kohn
Journal of Computational and Graphical Statistics 26 (4), 873-882, 2017
1242017
Bayesian Deep Net GLM and GLMM
MN Tran, N Nguyen, D Nott, R Kohn
Journal of Computational and Graphical Statistics, 2019
1012019
Central limit theorem for functional of jump Markov processes
N Van Huu, QH Vuong, MN Tran
Vietnam Journal of Mathematics, 2005
842005
Variational Bayes with Synthetic Likelihood
VMH Ong, DJ Nott, MN Tran, SA Sisson, CC Drovandi
Statistics and Computing, 2017
742017
The structural features and the deliberative quality of online discussions
W Zhang, X Cao, MN Tran
Telematics and informatics 30 (2), 74-86, 2013
612013
A practical tutorial on Variational Bayes
MN Tran
562020
Hamiltonian Monte Carlo with energy conserving subsampling
KD Dang, M Quiroz, R Kohn, MN Tran, M Villani
Journal of Machine Learning Research, 2017
552017
Importance sampling squared for Bayesian inference in latent variable models
MN Tran, M Scharth, MK Pitt, R Kohn
Behavior Research Methods, 2013
552013
Speeding up MCMC by delayed acceptance and data subsampling
M Quiroz, MN Tran, M Villani, R Kohn
Journal of Computational and Graphical Statistics, 2017
492017
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
412018
The block-Poisson estimator for optimally tuned exact subsampling MCMC
M Quiroz, MN Tran, M Villani, R Kohn, KD Dang
Journal of Computational and Graphical Statistics, 2016
402016
New estimation approaches for the hierarchical Linear Ballistic Accumulator model
D Gunawan, GE Hawkins, MN Tran, R Kohn, SD Brown
Journal of Mathematical Psychology 96, 102368, 2020
362020
Subsampling MCMC-an introduction for the survey statistician
M Quiroz, M Villani, R Kohn, MN Tran, KD Dang
Sankhya A 80, 33-69, 2018
34*2018
Adversarial Robustness Toolbox v1. 0.0. arXiv 2018
MI Nicolae, M Sinn, MN Tran, B Buesser, A Rawat, M Wistuba, ...
arXiv preprint arXiv:1807.01069, 2018
342018
Subsampling sequential Monte Carlo for static Bayesian models
D Gunawan, KD Dang, M Quiroz, R Kohn, MN Tran
Statistics and Computing, 2018
332018
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
322018
The block pseudo-marginal sampler
MN Tran, R Kohn, M Quiroz, M Villani
arXiv preprint arXiv:1603.02485, 2016
302016
Block-wise pseudo-marginal Metropolis-Hastings
MN Tran, R Kohn, M Quiroz, M Villani
282016
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