CR
Christian P. Robert
stat.COstat.MEmath.STstat.THstat.MLstat.OTmath.HOq-bio.PEBayes Theoremstat.AP
On Valency
published · living versionsW_g3dggaur·v1 · currentpublished
Preprints & journals
140 papers in the corpus · 2007–2026Optimal Sampling for Kernel Quadrature on Unbounded Domains2605.18134v1 · Edoardo Bandoni (CEREMADE), Christian Robert (CEREMADE), Julien Stoehr (CEREMADE)2026 · 0 citationsarXiv
Bayesian Adversarial Privacy2603.04199v2 · Cameron Bell, Timothy Johnston, Antoine Luciano et al.2026 · 0 citationsarXiv
Persuasive Privacy2601.22945v2 · Joshua J Bon, James Bailie, Judith Rousseau et al.2026 · 0 citationsProceedings of the 43rd International Conference on Machine Learning, Seoul, South Korea. PMLR 306, 2026
Approximating evidence via bounded harmonic means.42007416 · Naderi, Dana, Robert, Christian P, Kamary, Kaniav et al.2026 · 0 citationsStatistics and computing. 2026;36(3):120
Faster Hamiltonian Monte Carlo by learning leapfrog scale: an offline randomized solution.42787110 · Wu, Changye, Pudlo, Pierre, Robert, Christian P et al.2026 · 13 citationsStatistics and computing. 2026;36(5):222
Prequential posteriors2511.17721v2 · Shreya Sinha-Roy, Richard G. Everitt, Christian P. Robert et al.2025 · 0 citationsJapanese Journal of Statistics and Data Science (10 September 2026)
Permutations accelerate Approximate Bayesian Computation2507.06037v1 · Antoine Luciano, Charly Andral, Christian P. Robert et al.2025 · 0 citationsarXiv
Generalized Bayesian deep reinforcement learning2412.11743v2 · Shreya Sinha Roy, Richard G. Everitt, Christian P. Robert et al.2024 · 1 citationarXiv
On integral priors for multiple comparison in Bayesian model selection2406.14184v6 · Diego Salmer'on, Juan Antonio Cano, Christian P. Robert2024 · 0 citationsInternational Statistical Review (2026),
A discussion of the paper "Safe testing" by Grünwald, de Heide, and Koolen2402.14574v1 · Joshua Bon, Christian P Robert2024 · 0 citationsarXiv
Simulating signed mixtures2401.16828v2 · Julien Stoehr (CEREMADE), Christian P. Robert (CEREMADE)2024 · 0 citationsStatistics and Computing, Vol. 35 (9), 2025
Asymptotics of approximate Bayesian computation when summary statistics converge at heterogeneous rates2311.10080v1 · Caroline Lawless, Christian P. Robert, Judith Rousseau et al.2023 · 0 citationsarXiv
Insufficient Gibbs Sampling2307.14973v2 · Antoine Luciano, Christian P. Robert, Robin J. Ryder2023 · 0 citationsStatistics and Computing, Volume 34, article number 126 (2024)
A special issue on Bayesian inference: challenges, perspectives and prospects.36970829 · Robert, Christian P, Rousseau, Judith2023 · 5 citationsPhilosophical transactions. Series A, Mathematical, physical, and engineering sciences. 2023;381(2247):20220155
Computing Bayes: From Then 'Til Now'2208.00646v1 · Gael M. Martin, David T. Frazier, Christian P. Robert2022 · 11 citationsStatistical Science, 2023
The Importance Markov Chain2207.08271v3 · Charly Andral, Randal Douc, Hugo Marival et al.2022 · 7 citationsStochastic Processes and their Applications, Volume 171, 2024, Volume 104316,
50 shades of Bayesian testing of hypotheses2206.06659v1 · Christian P Robert2022 · 2 citationsIn Advancements in Bayesian Methods and Implementations, 2022, Chapter 10, Elsevier, Academic Press 2022, ISBN: 9780323952682
Evidence estimation in finite and infinite mixture models and applications2205.05416v1 · Adrien Hairault, Christian P. Robert, Judith Rousseau2022 · 1 citationarXiv
Approximating Bayes in the 21st Century2112.10342v1 · Gael M. Martin, David T. Frazier, Christian P. Robert2021 · 18 citationsStatistical Science, 2023
Living on the Edge: An Unified Approach to Antithetic Sampling2110.15124v2 · Roberto Casarin, Radu V. Craiu, Lorenzo Frattarolo et al.2021 · 2 citationsarXiv
NEO: Non Equilibrium Sampling on the Orbit of a Deterministic Transform2103.10943v2 · Achille Thin (CMAP), Yazid Janati, Sylvain Le Corff et al.2021 · 1 citationarXiv
Rao-Blackwellization in the MCMC era2101.01011v1 · Christian P. Robert, Gareth O. Roberts2021 · 5 citationsarXiv
Computing Bayes: Bayesian Computation from 1763 to the 21st Century2004.06425v2 · Gael M. Martin, David T. Frazier, Christian P. Robert2020 · 20 citationsarXiv
Generalized Poisson Difference Autoregressive Processes2002.04470v1 · Giulia Carallo, Roberto Casarin, Christian P. Robert2020 · 13 citationsarXiv
Markov Chain Monte Carlo Methods, a survey with some frequent misunderstandings2001.06249v1 · Christian P. Robert, Wu Changye2020 · 2 citationsarXiv
Parallelising MCMC via Random Forests1911.09698v1 · Wu Changye, Christian P. Robert2019 · 2 citationsarXiv
Component-wise approximate Bayesian computation via Gibbs-like steps1905.13599v5 · Gr'egoire Clart'e, Christian P. Robert, Robin Ryder et al.2019 · 24 citationsarXiv
Many perspectives on Deborah Mayo's "Statistical Inference as Severe Testing: How to Get Beyond the Statistics Wars"1905.08876v2 · Andrew Gelman, Brian Haig, Christian Hennig et al.2019 · 2 citationsarXiv
ABC random forests for Bayesian parameter inference.30321307 · Raynal, Louis, Marin, Jean-Michel, Pudlo, Pierre et al.2020 · 205 citationsBioinformatics (Oxford, England). 2019;35(10):1720-1728
Approximate Bayesian computation with the Wasserstein distance1905.03747v1 · Espen Bernton, Pierre E. Jacob, Mathieu Gerber et al.2019 · 134 citationsJournal of the Royal Statistical Society: Series B, Volume 81, Issue 2, pages 235-269 (April 2019)
Model Selection for Mixture Models - Perspectives and Strategies1812.09885v1 · Gilles Celeux, Sylvia Fruewirth-Schnatter (WU), Christian P. Robert (PSL)2018 · 6 citationsarXiv
Computational Solutions for Bayesian Inference in Mixture Models1812.07240v1 · Gilles Celeux, Kaniav Kamary, Gertraud Malsiner-Walli et al.2018 · 14 citationsarXiv
Rethinking the Effective Sample Size1809.04129v2 · V'ictor Elvira, Luca Martino, Christian P. Robert2018 · 69 citationsInternational Statistical Review, 2022
The Coordinate Sampler: A Non-Reversible Gibbs-like MCMC Sampler1809.03388v2 · Changye Wu, Christian P. Robert2018 · 4 citationsarXiv
Accelerating MCMC algorithms.30167072 · Robert, Christian P, Elvira, Víctor, Tawn, Nick et al.2023 · 149 citationsWiley interdisciplinary reviews. Computational statistics. 2018;10(5):e1435
Abandon Statistical Significance1709.07588v3 · Blakeley B. McShane, David Gal, Andrew Gelman et al.2017 · 795 citationsThe American Statistician 2019, Vol. 73:sup1, 235-245
Better together? Statistical learning in models made of modules1708.08719v1 · Pierre E. Jacob, Lawrence M. Murray, Chris C. Holmes et al.2017 · 52 citationsarXiv
Model Misspecification in ABC: Consequences and Diagnostics1708.01974v4 · David T. Frazier, Christian P. Robert, Judith Rousseau2017 · 16 citationsarXiv
Average of Recentered Parallel MCMC for Big Data1706.04780v2 · Changye Wu, Christian P. Robert2017 · 5 citationsarXiv
Generalized Bouncy Particle Sampler1706.04781v2 · Changye Wu, Christian P. Robert2017 · 16 citationsarXiv
Jeffreys priors for mixture estimation: properties and alternatives1706.02563v3 · Clara Grazian, Christian P. Robert2017 · 19 citationsarXiv
Some discussions on the Read Paper "Beyond subjective and objective in statistics" by A. Gelman and C. Hennig1705.03727v1 · Gilles Celeux, Jack Jewson, Julie Josse (Ecole Polytechnique) et al.2017 · 3 citationsarXiv
On parameter estimation with the Wasserstein distance1701.05146v3 · Espen Bernton, Pierre E. Jacob, Mathieu Gerber et al.2017 · 94 citationsarXiv
Some comments about A Bayesian criterion for singular models by M. Drton and M. Plummer1610.02503v1 · Christian P. Robert, Judith Rousseau2016 · 1 citationarXiv
Some comments about "Penalising model component complexity" by Simpson et al. (2017)1609.06968v1 · Christian P. Robert, Judith Rousseau2016 · 0 citationsarXiv
Asymptotic Properties of Approximate Bayesian Computation1607.06903v4 · David T. Frazier, Gael M. Martin, Christian P. Robert et al.2016 · 87 citationsarXiv
Auxiliary Likelihood-Based Approximate Bayesian Computation in State Space Models1604.07949v3 · Gael M. Martin, Brendan P.M. McCabe, David T. Frazier et al.2016 · 37 citationsarXiv
Bayesian Estimation of Small Effects in Exercise and Sports Science.27073897 · Mengersen, Kerrie L, Drovandi, Christopher C, Robert, Christian P et al.2016 · 90 citationsPloS one. 2016;11(4):e0147311
Some comments about James Watson's and Chris Holmes' "Approximate Models and Robust Decisions": Nonparametric Bayesian clay for robust decision bricks1603.09088v2 · Christian P. Robert, Judith Rousseau2016 · 0 citationsarXiv
Weakly informative reparameterisations for location-scale mixtures1601.01178v4 · Kaniav Kamary, Jeong Eun Lee, Christian P. Robert2016 · 0 citationsarXiv
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