Publications and communications

Publications : 

• ABC-Gibbs, componentwise ABC for large dimension problems, with Julien Stoehr, Robin Ryder and Christian Robert. Published in Biometrika ;

• Diagnostic of Phylogeny MCMC through couplings, coupling techniques à la Pierre Jacob for phylogenetic inference, with Luke J. Kelly and Robin Ryder. Published in Annals of Applied Statistics ;

• Collective Monte Carlo, using a collective proposal in a parallel MCMC setting, along with parallel implementation on GPU, with Antoine Diez and Jean Feydy. Published in Electronic Journal of Statistics ;

• BOSMOS, likelihood-free online optimal design selection, with applications to experimental neuroscience. With Alexander Aushev, Aini Putkonen, Gregoire Clarte, Suyog Chandramouli, Luigi Acerbi, Samuel Kaski, Andrew Howes. Published in Computational Brain and Behaviour ;

• Sign Languages Phylogeny Computational phylogenetics reveal histories of sign languages. With Natasha Abner , Grégoire Clarté, Carlo Geraci, Robin J. Ryder, Justine Mertz, Anah Salgat, and Shi Yu, 2024. Published in Science.

Prepublications :

• Phylogeny from Matrices, on numerical inference of phylogenies from phonological datasets, with Natasha Abner, Carlo Geraci and Robin Ryder, submitted to Science and JRSS-B ;

• SVBMC, a numerical method for Bayesian post-processing inference.

Future communications :

Past Communications :

• Invited speaker "Bayesian computing without exact likelihoods" Satellite of BayesComp2022

• Invited speaker ABC (not) in Svalbard, ABC-Gibbs, April 2021.

• Invited speaker CMCstats , ABC-Gibbs, in the session organized by David Frazier, December 2020.

• BNP Reading group, Oxford, Historical linguistics of Sign language, a phonological approach

• MCQMC 2020, Oxford, CMC.

• All About that Bayes, October, 15 2019, ABC-Gibbs.

• Invited speaker MCM 2019, Sydney, ABC-Gibbs.

• JdS 2019, Nancy, ABC-Gibbs.