Matias Quiroz
Matias Quiroz
Verified email at uts.edu.au - Homepage
Title
Cited by
Cited by
Year
Speeding up MCMC by efficient data subsampling
M Quiroz, R Kohn, M Villani, MN Tran
Journal of the American Statistical Association 114 (526), 831-843, 2019
1232019
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, 2018
372018
The block pseudo-marginal sampler
MN Tran, R Kohn, M Quiroz, M Villani
arXiv preprint arXiv:1603.02485, 2016
33*2016
Speeding up MCMC by delayed acceptance and data subsampling
M Quiroz, MN Tran, M Villani, R Kohn
Journal of Computational and Graphical Statistics 27 (1), 12-22, 2018
282018
Hamiltonian Monte Carlo with energy conserving subsampling
KD Dang, M Quiroz, R Kohn, MN Tran, M Villani
Journal of Machine Learning Research 20 (100), 1-31, 2019
232019
Variance reduction properties of the reparameterization trick
M Xu, M Quiroz, R Kohn, SA Sisson
International Conference on Artificial Intelligence and Statistics (AISTATS …, 2019
18*2019
Subsampling sequential Monte Carlo for static Bayesian models
D Gunawan, KD Dang, M Quiroz, R Kohn, MN Tran
Statistics and Computing, 2020
162020
Gaussian variational approximation for high-dimensional state space models
M Quiroz, DJ Nott, R Kohn
arXiv preprint arXiv:1801.07873, 2018
122018
Subsampling MCMC-An introduction for the survey statistician
M Quiroz, M Villani, R Kohn, MN Tran, KD Dang
Sankhya A 80 (1), 33-69, 2018
6*2018
Dynamic mixture-of-experts models for longitudinal and discrete-time survival data
M Quiroz, M Villani
Riksbank Research Paper Series, 2013
62013
Spectral Subsampling MCMC for Stationary Time Series
R Salomone, M Quiroz, R Kohn, M Villani, MN Tran
International Conference on Machine Learning Research, 2020
32020
Predicting seagrass decline due to cumulative stressors
MP Adams, EJY Koh, MP Vilas, CJ Collier, VM Lambert, SA Sisson, ...
Environmental Modelling & Software, 104717, 2020
22020
Bayesian Inference in Large Data Problems
M Quiroz
Department of Statistics, Stockholm University, 2015
12015
Bayesian inference on the Keller–Segel model
T Goodwin, C Evenhuis, S Woodcock, M Quiroz
ANZIAM Journal 61, C181-C196, 2019
2019
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Articles 1–14