Bayesian synthetic likelihood LF Price, CC Drovandi, A Lee, DJ Nott Journal of Computational and Graphical Statistics 21 (1), 1-11, 2018 | 138 | 2018 |
Sequential Monte Carlo Samplers with Independent Markov Chain Monte Carlo Proposals LF South, AN Pettitt, CC Drovandi Bayesian Analysis 14 (3), 753-776, 2019 | 26* | 2019 |
Accelerating Bayesian synthetic likelihood with the graphical lasso Z An, LF South, DJ Nott, CC Drovandi Journal of Computational and Graphical Statistics 28 (2), 471-475, 2019 | 23 | 2019 |
Regularised zero-variance control variates for high-dimensional variance reduction LF South, CJ Oates, A Mira, C Drovandi arXiv preprint arXiv:1811.05073, 2018 | 20 | 2018 |
Unbiased and consistent nested sampling via sequential Monte Carlo R Salomone, LF South, CC Drovandi, DP Kroese arXiv preprint arXiv:1805.03924, 2018 | 18 | 2018 |
Semi-exact control functionals from Sard’s method T Karvonen, L South, C Nemeth, MA Girolami, C Oates Biometrika, 2021 | 12* | 2021 |
BSL: An R Package for Efficient Parameter Estimation for Simulation-Based Models via Bayesian Synthetic Likelihood Z An, LF South, C Drovandi Journal of Statistical Software 101, 1-33, 2022 | 5 | 2022 |
Postprocessing of MCMC LF South, M Riabiz, O Teymur, CJ Oates Annual Review of Statistics and Its Application 9, 2021 | 2 | 2021 |
Discussion of" Unbiased Markov chain Monte Carlo with couplings" by Pierre E. Jacob, John O'Leary and Yves F. Atchad\'e LF South, C Nemeth, CJ Oates arXiv preprint arXiv:1912.10496, 2019 | 2 | 2019 |
Discussion of: A Bayesian information criterion for singular models LF South, CC Drovandi, AN Pettitt Journal of the Royal Statistical Society, Series B (Statistical Methodology), 2017 | 2 | 2017 |
Contributions to computational Bayesian statistics L South Queensland University of Technology, 2019 | 1 | 2019 |
Count-min sketches for estimating password frequency within hamming distance two L South, D Stebila Australasian Conference on Information Security and Privacy, 388-402, 2013 | 1 | 2013 |
Adaptive exact-approximate sequential Monte Carlo I Botha, R Kohn, L South, C Drovandi arXiv preprint arXiv:2201.11354, 2022 | | 2022 |
Package ‘RcppSMC’ D Eddelbuettel, AM Johansen, LF South, MD Eddelbuettel, I Rcpp | | 2021 |
Stochastic Gradient MCMC with Multi-Armed Bandit Tuning J Coullon, L South, C Nemeth arXiv preprint arXiv:2105.13059, 2021 | | 2021 |
Package ‘ZVCV’ LF South | | |