Gareth O. Roberts

29 papers A* 2Journal 26Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Differential Privacy Guarantees of Markov Chain Monte Carlo Algorithms.
ICML
Andrea Bertazzi, Tim Johnston, Gareth O. Roberts, Alain Oliviero Durmus
2025 J jnl
Differential privacy guarantees of Markov chain Monte Carlo algorithms.
CoRR
Andrea Bertazzi, Tim Johnston, Gareth O. Roberts, Alain Durmus
2024 J jnl
Almost sure convergence rates of adaptive increasingly rare Markov chain Monte Carlo.
CoRR
Julian Hofstadler, Krzysztof Latuszynski, Gareth O. Roberts, Daniel Rudolf
2024 J jnl
Stochastic Gradient Piecewise Deterministic Monte Carlo Samplers.
CoRR
Paul Fearnhead, Sebastiano Grazzi, Christopher Nemeth, Gareth O. Roberts
2023 J jnl
Divide-and-Conquer Fusion.
J. Mach. Learn. Res.
Ryan S. Y. Chan, Murray Pollock, Adam M. Johansen, Gareth O. Roberts
2022 J jnl
A note on the polynomial ergodicity of the one-dimensional Zig-Zag process.
J. Appl. Probab.
Giorgos Vasdekis, Gareth O. Roberts
2022 J jnl
Automatic Zig-Zag sampling in practice.
Stat. Comput.
Alice Corbella, Simon E. F. Spencer, Gareth O. Roberts
2022 J jnl
Skew brownian motion and complexity of the alps algorithm.
J. Appl. Probab.
Gareth O. Roberts, Jeffrey S. Rosenthal, Nicholas G. Tawn
2020 J jnl
Weight-preserving simulated tempering.
Stat. Comput.
Nicholas G. Tawn, Gareth O. Roberts, Jeffrey S. Rosenthal
2019 J jnl
Monte Carlo fusion.
J. Appl. Probab.
Hongsheng Dai, Murray Pollock, Gareth O. Roberts
2018 J jnl
Erratum to: Stability of noisy Metropolis-Hastings.
Stat. Comput.
Felipe J. Medina-Aguayo, Anthony Lee, Gareth O. Roberts
2017 J jnl
Optimal scaling of the random walk Metropolis algorithm under L p mean differentiability.
J. Appl. Probab.
Alain Durmus, Sylvain Le Corff, Eric Moulines, Gareth O. Roberts
2016 J jnl
Complexity bounds for Markov chain Monte Carlo algorithms via diffusion limits.
J. Appl. Probab.
Gareth O. Roberts, Jeffrey S. Rosenthal
2016 J jnl
Stability of noisy Metropolis-Hastings.
Stat. Comput.
Felipe J. Medina-Aguayo, Anthony Lee, Gareth O. Roberts
2015 J jnl
Systematic physics constrained parameter estimation of stochastic differential equations.
Comput. Stat. Data Anal.
Daniel Peavoy, Christian L. E. Franzke, Gareth O. Roberts
2014 J jnl
A dynamic model of bovine tuberculosis spread and control in Great Britain.
Nat.
Ellen Brooks-Pollock, Gareth O. Roberts, Matt J. Keeling
2013 J jnl
Editorial foreword to special issue on Simulation of Stochastic Networks and related topics.
Queueing Syst. Theory Appl.
Jose H. Blanchet, Gareth O. Roberts
2013 J jnl
The strong weak convergence of the quasi-EA.
Queueing Syst. Theory Appl.
Stefano Peluchetti, Gareth O. Roberts, Bruno Casella
2012 J jnl
An adaptive approach to Langevin MCMC.
Stat. Comput.
Tristan Marshall, Gareth O. Roberts
2011 J jnl
Simulating events of unknown probabilities via reverse time martingales.
Random Struct. Algorithms
Krzysztof Latuszynski, Ioannis Kosmidis, Omiros Papaspiliopoulos, Gareth O. Roberts
2011 J jnl
Towards optimal scaling of metropolis-coupled Markov chain Monte Carlo.
Stat. Comput.
Yves F. Atchadé, Gareth O. Roberts, Jeffrey S. Rosenthal
2010 J jnl
Networks and the Epidemiology of Infectious Disease
CoRR
Leon Danon, Ashley P. Ford, Thomas A. House, Chris P. Jewell, Matt J. Keeling, Gareth O. Roberts, Joshua V. Ross, Matthew C. Vernon
2010 J jnl
Perfect posterior simulation for mixture and hidden Markov models.
LMS J. Comput. Math.
Kasper K. Berthelsen, Laird A. Breyer, Gareth O. Roberts
2006 — conf
Monte Carlo simulation of killed diffusions with a single barrier.
VALUETOOLS
Bruno Casella, Gareth O. Roberts
2005 J jnl
Link analysis ranking: algorithms, theory, and experiments.
ACM Trans. Internet Techn.
Allan Borodin, Gareth O. Roberts, Jeffrey S. Rosenthal, Panayiotis Tsaparas
2002 J jnl
A New Method for Coupling Random Fields.
LMS J. Comput. Math.
Laird A. Breyer, Gareth O. Roberts
2001 A* conf
Finding authorities and hubs from link structures on the World Wide Web.
WWW
Allan Borodin, Gareth O. Roberts, Jeffrey S. Rosenthal, Panayiotis Tsaparas
1999 J jnl
On convergence of the EM algorithmand the Gibbs sampler.
Stat. Comput.
Sujit K. Sahu, Gareth O. Roberts
1998 J jnl
Convergence assessment techniques for Markov chain Monte Carlo.
Stat. Comput.
Stephen P. Brooks, Gareth O. Roberts