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Christian P Robert
Full Professor, University of Venice
Full Professor, The university of Warwick
Full Professor, Université Paris-Dauphine PSL
Researcher, Ensae ParisTech
Joined
May 2021
Names
Christian P Robert
(Preferred)
,
Christian P. Robert
Emails
****@ceremade.dauphine.fr
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@warwick.ac.uk
(Confirmed)
,
****@ensae.fr
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Career & Education History
Full Professor
University of Venice
(unive.it)
2018
–
Present
Full Professor
The university of Warwick
(warwick.ac.uk)
2013
–
Present
Full Professor
Université Paris-Dauphine PSL
(dauphine.fr)
2000
–
Present
Researcher
Ensae ParisTech
(ensae.fr)
1992
–
Present
Advisors, Relations & Conflicts
Coauthor
Kerrie Mengersen
Present
Coauthor
Jean-Michel Marin
Present
Coauthor
Ryder
Present
Coauthor
David Tyler Frazier
Present
Coauthor
Martin
Present
PhD Advisee
Grégoire Clarté
Present
PhD Advisee
Clara Grazian
Present
PhD Advisor
Charly Andral
Present
PhD Advisee
Antoine Luciano
Present
Coauthor
randal douc
Present
Coauthor
Ritabrata Dutta
2016
–
Present
Expertise
computational statistics
1985
–
2025
Bayesian statistics
1985
–
2025
decision theory
1985
–
2025
Publications
Asymptotic properties of approximate Bayesian computation
David Tyler Frazier
,
Gael Martin
,
Christian P Robert
,
Judith Rousseau
17 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Model Misspecification in ABC: Consequences and Diagnostics
David Tyler Frazier
,
Christian P Robert
,
Judith Rousseau
13 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
NEO: Non Equilibrium Sampling on the Orbits of a Deterministic Transform
Achille Thin
,
Yazid Janati El Idrissi
,
Sylvain Le Corff
,
Charles Ollion
,
Eric Moulines
,
Arnaud Doucet
,
Alain Durmus
,
Christian P Robert
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
Readers:
Everyone
NEO: Non Equilibrium Sampling on the Orbits of a Deterministic Transform
Achille Thin
,
Yazid Janati El Idrissi
,
Sylvain Le Corff
,
Charles Ollion
,
Eric Moulines
,
Arnaud Doucet
,
Alain Durmus
,
Christian P Robert
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
Readers:
Everyone
ABC random forests for Bayesian parameter inference
Louis Raynal
,
Jean-Michel Marin
,
Pierre Pudlo
,
Mathieu Ribatet
,
Christian P. Robert
,
Arnaud Estoup
2019 (modified: 04 Oct 2024)
Bioinform. 2019
Readers:
Everyone
Jeffreys priors for mixture estimation: Properties and alternatives
Clara Grazian
,
Christian P. Robert
2018 (modified: 04 Oct 2024)
Comput. Stat. Data Anal. 2018
Readers:
Everyone
Reliable ABC model choice via random forests
Pierre Pudlo
,
Jean-Michel Marin
,
Arnaud Estoup
,
Jean-Marie Cornuet
,
Mathieu Gautier
,
Christian P. Robert
2016 (modified: 04 Oct 2024)
Bioinform. 2016
Readers:
Everyone
Pre-processing for approximate Bayesian computation in image analysis
Matthew T. Moores
,
Christopher C. Drovandi
,
Kerrie L. Mengersen
,
Christian P. Robert
Published: 01 Jan 2015, Last Modified: 17 May 2023
Stat. Comput. 2015
Readers:
Everyone
Approximate Bayesian computational methods
Jean-Michel Marin
,
Pierre Pudlo
,
Christian P. Robert
,
Robin J. Ryder
2012 (modified: 04 Oct 2024)
Stat. Comput. 2012
Readers:
Everyone
In praise of the referee
Nicolas Chopin
,
Andrew Gelman
,
Kerrie L. Mengersen
,
Christian P. Robert
Published: 01 Jan 2012, Last Modified: 17 May 2023
CoRR 2012
Readers:
Everyone
View all 17 publications
Co-Authors
A. J. Ball
Achille Thin
Alain Durmus
Alessandra Iacobucci
Andrew Gelman
Arnaud Doucet
Arnaud Estoup
Arnaud Guillin
Charles Ollion
Christopher C. Drovandi
Clair L. Alston
Clara Grazian
D. Perry
David J. Balding
David Tyler Frazier
Eric Moulines
Filipe Santos
Gael Martin
Gilles Celeux
J. M. Thompson
Jean-Marie Cornuet
Jean-Michel Marin
Judith Rousseau
Kerrie L. Mengersen
Louis Raynal
View all 39 co-authors