| 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 | 118 | 2019 |
| 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 | 36 | 2018 |
| The block pseudo-marginal sampler MN Tran, R Kohn, M Quiroz, M Villani arXiv preprint arXiv:1603.02485, 2016 | 32* | 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 | 29 | 2018 |
| 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 | 22 | 2019 |
| 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 | 17 | 2020 |
| Gaussian variational approximation for high-dimensional state space models M Quiroz, DJ Nott, R Kohn arXiv preprint arXiv:1801.07873, 2018 | 12 | 2018 |
| 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 | 6 | 2013 |
| Spectral Subsampling MCMC for Stationary Time Series R Salomone, M Quiroz, R Kohn, M Villani, MN Tran International Conference on Machine Learning Research, 2020 | 3 | 2020 |
| Bayesian Inference in Large Data Problems M Quiroz Department of Statistics, Stockholm University, 2015 | 1 | 2015 |
| Predicting seagrass decline due to cumulative stressors MP Adams, EJY Koh, MP Vilas, CJ Collier, VM Lambert, SA Sisson, ... Environmental Modelling & Software, 104717, 2020 | | 2020 |
| Bayesian inference on the Keller–Segel model T Goodwin, C Evenhuis, S Woodcock, M Quiroz ANZIAM Journal 61, C181-C196, 2019 | | 2019 |
robert kohnProfessor of Economics University of New South WalesVerified email at unsw.edu.au
