Christophe Andrieu

Christophe Andrieu

University of Bristol

H-index: 47

Europe-United Kingdom

About Christophe Andrieu

Christophe Andrieu, With an exceptional h-index of 47 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Bristol, specializes in the field of Statistics, simulations, Monte Carlo, Bayesian statistics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Monte Carlo sampling with integrator snippets

Pierre-Aurelien Gilliot, Christophe Andrieu, Anthony Lee, Song Liu, and Michael Whitehouse’s contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and …

Weak Poincar\'e Inequalities for Markov chains: theory and applications

Explicit convergence bounds for Metropolis Markov chains: isoperimetry, spectral gaps and profiles

Poincar\'e inequalities for Markov chains: a meeting with Cheeger, Lyapunov and Metropolis

Multilevel and quasi Monte Carlo methods for the calculation of the expected value of partial perfect information

Comparison of Markov chains via weak Poincaré inequalities with application to pseudo-marginal MCMC

Peskun–Tierney ordering for Markovian Monte Carlo: beyond the reversible scenario

Christophe Andrieu Information

University

Position

Professor of Statistics

Citations(all)

22956

Citations(since 2020)

5957

Cited By

19051

hIndex(all)

47

hIndex(since 2020)

25

i10Index(all)

102

i10Index(since 2020)

53

Email

University Profile Page

University of Bristol

Google Scholar

View Google Scholar Profile

Christophe Andrieu Skills & Research Interests

Statistics

simulations

Monte Carlo

Bayesian statistics

Top articles of Christophe Andrieu

Title

Journal

Author(s)

Publication Date

Monte Carlo sampling with integrator snippets

arXiv preprint arXiv:2404.13302

Christophe Andrieu

Mauro Camara Escudero

Chang Zhang

2024/4/20

Pierre-Aurelien Gilliot, Christophe Andrieu, Anthony Lee, Song Liu, and Michael Whitehouse’s contribution to the Discussion of ‘the Discussion Meeting on Probabilistic and …

Journal of the Royal Statistical Society Series B: Statistical Methodology

Pierre-Aurelien Gilliot

Christophe Andrieu

Anthony Lee

Song Liu

Michael Whitehouse

2024/4

Weak Poincar\'e Inequalities for Markov chains: theory and applications

arXiv preprint arXiv:2312.11689

Christophe Andrieu

Anthony Lee

Sam Power

Andi Q Wang

2023/12/18

Explicit convergence bounds for Metropolis Markov chains: isoperimetry, spectral gaps and profiles

To appear in the Annals of Applied Probability

Christophe Andrieu

Anthony Lee

Sam Power

Andi Q. Wang

2022

Poincar\'e inequalities for Markov chains: a meeting with Cheeger, Lyapunov and Metropolis

arXiv preprint arXiv:2208.05239

Christophe Andrieu

Anthony Lee

Sam Power

Andi Q Wang

2022/8/10

Multilevel and quasi Monte Carlo methods for the calculation of the expected value of partial perfect information

Medical Decision Making

Wei Fang

Zhenru Wang

Michael B Giles

Chris H Jackson

Nicky J Welton

...

2022/2

Comparison of Markov chains via weak Poincaré inequalities with application to pseudo-marginal MCMC

The Annals of Statistics

Christophe Andrieu

Anthony Lee

Sam Power

Andi Q. Wang

2022

Peskun–Tierney ordering for Markovian Monte Carlo: beyond the reversible scenario

The Annals of Statistics

Christophe Andrieu

Samuel Livingstone

2021/8

5′ Region Large Genomic Rearrangements in the BRCA1 Gene in French Families: Identification of a Tandem Triplication and Nine Distinct Deletions with Five …

Cancers

Sandrine M Caputo

Dominique Telly

Adrien Briaux

Julie Sesen

Maurizio Ceppi

...

2021/6/25

Subgeometric hypocoercivity for piecewise-deterministic Markov process Monte Carlo methods

Electronic Journal of Probability

Christophe Andrieu

Paul Dobson

Andi Q. Wang

2021

Hypocoercivity of piecewise deterministic Markov process-Monte Carlo

The Annals of Applied Probability

Christophe Andrieu

Alain Durmus

Nikolas Nüsken

Julien Roussel

2021/10

THE ANNALS

The Annals of Probability

PETER K FRIZ

PAVEL ZORIN-KRANICH

XIN CHEN

XUEMEI LI

BO WU

...

2023/3

Nonreversible MCMC from conditional invertible transforms: a complete recipe with convergence guarantees

arXiv preprint arXiv:2012.15550

Achille Thin

Nikita Kotelevskii

Christophe Andrieu

Alain Durmus

Eric Moulines

...

2020/12/31

Metropolis-Hastings with averaged acceptance ratios

arXiv preprint arXiv:2101.01253

Christophe Andrieu

Sinan Yıldırım

Arnaud Doucet

Nicolas Chopin

2020/12/29

A general perspective on the Metropolis-Hastings kernel

arXiv preprint arXiv:2012.14881

Christophe Andrieu

Anthony Lee

Sam Livingstone

2020/12/29

See List of Professors in Christophe Andrieu University(University of Bristol)