Regeneration-enriched Markov processes with application to Monte Carlo AQ Wang, M Pollock, GO Roberts, D Steinsaltz The Annals of Applied Probability 31 (2), 703-735, 2021 | 21 | 2021 |
Comparison of Markov chains via weak Poincaré inequalities with application to pseudo-marginal MCMC C Andrieu, A Lee, S Power, AQ Wang The Annals of Statistics 50 (6), 3592-3618, 2022 | 20 | 2022 |
An approximation scheme for quasi-stationary distributions of killed diffusions AQ Wang, GO Roberts, D Steinsaltz Stochastic Processes and their Applications 130 (5), 3193-3219, 2020 | 17 | 2020 |
Subgeometric hypocoercivity for piecewise-deterministic Markov process Monte Carlo methods C Andrieu, P Dobson, AQ Wang Electronic Journal of Probability 26, 1-26, 2021 | 15 | 2021 |
Theoretical properties of quasi-stationary Monte Carlo methods AQ Wang, M Kolb, GO Roberts, D Steinsaltz The Annals of Applied Probability 29 (1), 434-457, 2019 | 15 | 2019 |
PDMP Monte Carlo methods for piecewise-smooth densities A Chevallier, S Power, AQ Wang, P Fearnhead Advances in Applied Probability, 1-42, 2024 | 14 | 2024 |
Explicit convergence bounds for Metropolis Markov chains: isoperimetry, spectral gaps and profiles C Andrieu, A Lee, S Power, AQ Wang The Annals of Applied Probability 34 (4), 4022-4071, 2024 | 13 | 2024 |
Poincaré inequalities for Markov chains: a meeting with Cheeger, Lyapunov and Metropolis C Andrieu, A Lee, S Power, AQ Wang arXiv preprint: 2208.05239, 2022 | 7 | 2022 |
Weak Poincaré Inequalities for Markov chains: theory and applications C Andrieu, A Lee, S Power, AQ Wang arXiv preprint https://arxiv.org/abs/2312.11689, 2023 | 3 | 2023 |
Theory of killing and regeneration in continuous-time Monte Carlo sampling AQ Wang University of Oxford, 2020 | 3 | 2020 |
Weak Poincaré inequality comparisons for ideal and hybrid slice sampling S Power, D Rudolf, B Sprungk, AQ Wang arXiv preprint, 2024 | 2 | 2024 |
Sampling using Adaptive Regenerative Processes H McKimm, AQ Wang, M Pollock, CP Robert, GO Roberts To appear in Bernoulli, 2022 | 2 | 2022 |
Perturbation theory for killed Markov processes and quasi-stationary distributions D Rudolf, AQ Wang arXiv preprint: 2109.13819, 2021 | 2 | 2021 |
A note on the jump locations of Markov processes AQ Wang, D Steinsaltz arXiv preprint: 1901.07321, 2019 | 2 | 2019 |
Supplement to “Comparison of Markov chains via weak Poincaré inequalities with application to pseudo-marginal MCMC.” C Andrieu, A Lee, S Power, AQ Wang | 1 | 2022 |
Explicit convergence rates of underdamped Langevin dynamics under weighted and weak Poincaré--Lions inequalities G Brigati, S Stoltz, AQ Wang, L Wang https://arxiv.org/abs/2407.16033, 2024 | | 2024 |
Andi Wang's contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and statistical aspects of machine learning’ AQ Wang Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2023 | | 2023 |