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Samuel Power
Samuel Power
Lecturer of Statistical Science, University of Bristol
在 bristol.ac.uk 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
Accelerated sampling on discrete spaces with non-reversible Markov processes
S Power, JV Goldman
arXiv preprint arXiv:1912.04681, 2019
232019
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
172022
PDMP Monte Carlo methods for piecewise-smooth densities
A Chevallier, S Power, AQ Wang, P Fearnhead
Advances in Applied Probability, 1-42, 2024
132024
NuZZ: numerical Zig-Zag sampling for general models
S Cotter, T House, F Pagani, A Chevallier, S Power
arXiv preprint arXiv:2003.03636, 2020
12*2020
Explicit convergence bounds for Metropolis Markov chains: isoperimetry, spectral gaps and profiles
C Andrieu, A Lee, S Power, AQ Wang
arXiv preprint arXiv:2211.08959, 2022
112022
Poincar\'e inequalities for Markov chains: a meeting with Cheeger, Lyapunov and Metropolis
C Andrieu, A Lee, S Power, AQ Wang
arXiv preprint arXiv:2208.05239, 2022
72022
Adaptive tuning for Metropolis adjusted Langevin trajectories
L Riou-Durand, P Sountsov, J Vogrinc, C Margossian, S Power
International Conference on Artificial Intelligence and Statistics, 8102-8116, 2023
62023
Perfect Sampling of the Posterior in the Hierarchical Pitman–Yor Process
S Bacallado, S Favaro, S Power, L Trippa
Bayesian analysis 17 (3), 685, 2022
52022
Error bounds for particle gradient descent, and extensions of the log-Sobolev and Talagrand inequalities
R Caprio, J Kuntz, S Power, AM Johansen
arXiv preprint arXiv:2403.02004, 2024
32024
Weak Poincar\'e Inequalities for Markov chains: theory and applications
C Andrieu, A Lee, S Power, AQ Wang
arXiv preprint arXiv:2312.11689, 2023
32023
Momentum Particle Maximum Likelihood
JN Lim, J Kuntz, S Power, AM Johansen
arXiv preprint arXiv:2312.07335, 2023
22023
A State-Space Perspective on Modelling and Inference for Online Skill Rating
S Duffield, S Power, L Rimella
arXiv preprint arXiv:2308.02414, 2023
22023
Weak Poincar\'e inequality comparisons for ideal and hybrid slice sampling
S Power, D Rudolf, B Sprungk, AQ Wang
arXiv preprint arXiv:2402.13678, 2024
12024
NuZZ: Numerical Zig-Zag for general models
F Pagani, A Chevallier, S Power, T House, S Cotter
Statistics and Computing 34 (1), 61, 2024
12024
Supplement to “Comparison of Markov chains via weak Poincaré inequalities with application to pseudo-marginal MCMC.”
C ANDRIEU, A LEE, S POWER, AQ WANG
12022
Sam Power’s contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and statistical aspects of machine learning’
S Power
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2024
2024
Bivariate Causal Discovery using Bayesian Model Selection
A Dhir, S Power, M van der Wilk
arXiv preprint arXiv:2306.02931, 2023
2023
Exploring Probability Measures with Markov Processes
S Power
2020
Markov Chain Monte Carlo without Metropolis-Hastings
S Power
2020
Hamiltonian Monte Carlo with Finite Differences
S Power
2020
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