| SMC^2: an efficient algorithm for sequential analysis of state-space models N Chopin, PE Jacob, O Papaspiliopoulos Journal of the Royal Statistical Society: Series B 75 (3), 397–426, 2013 | 411* | 2013 |
| Parallel resampling in the particle filter LM Murray, A Lee, PE Jacob Journal of Computational and Graphical Statistics 25 (3), 789-805, 2016 | 154* | 2016 |
| Approximate Bayesian computation with the Wasserstein distance E Bernton, PE Jacob, M Gerber, CP Robert Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2019 | 98 | 2019 |
| On non-negative unbiased estimators PE Jacob, AH Thiery Annals of Statistics 43 (2), 769-784, 2015 | 73 | 2015 |
| Inference in generative models using the Wasserstein distance E Bernton, PE Jacob, M Gerber, CP Robert arXiv preprint arXiv:1701.05146, 2017 | 71 | 2017 |
| Unbiased Markov chain Monte Carlo methods with couplings PE Jacob, J O’Leary, YF Atchadé Journal of the Royal Statistical Society Series B 82 (3), 543-600, 2020 | 68 | 2020 |
| Path storage in the particle filter PE Jacob, LM Murray, S Rubenthaler Statistics and Computing 25 (2), 487-496, 2013 | 63 | 2013 |
| Using Parallel Computation to Improve Independent Metropolis–Hastings Based Estimation PE Jacob, CP Robert, MH Smith Journal of Computational and Graphical Statistics 20 (3), 616-635, 2011 | 59 | 2011 |
| Better together? Statistical learning in models made of modules PE Jacob, LM Murray, CC Holmes, CP Robert arXiv preprint arXiv:1708.08719, 2017 | 56 | 2017 |
| Unbiased Hamiltonian Monte Carlo with couplings J Heng, PE Jacob Biometrika 106 (2), 287-302, 2019 | 52 | 2019 |
| On parameter estimation with the Wasserstein distance E Bernton, PE Jacob, M Gerber, CP Robert Information and Inference: A Journal of the IMA 8 (4), 657-676, 2019 | 50 | 2019 |
| Smoothing with couplings of conditional particle filters PE Jacob, F Lindsten, TB Schön Journal of the American Statistical Association, 1-32, 2018 | 48 | 2018 |
| An Adaptive Interacting Wang-Landau Algorithm for Automatic Density Exploration L Bornn, PE Jacob, P Del Moral, A Doucet Journal of Computational and Graphical Statistics 22 (3), 749-773, 2013 | 38 | 2013 |
| Estimating convergence of Markov chains with L-lag couplings N Biswas, PE Jacob, P Vanetti Advances in Neural Information Processing Systems, 7391-7401, 2019 | 35 | 2019 |
| Estimating relatedness between malaria parasites AR Taylor, PE Jacob, DE Neafsey, CO Buckee Genetics 212 (4), 1337-1351, 2019 | 29 | 2019 |
| Bayesian model comparison with the Hyvärinen score: Computation and consistency S Shao, PE Jacob, J Ding, V Tarokh Journal of the American Statistical Association 114 (528), 1826-1837, 2019 | 27 | 2019 |
| Adaptive tuning of Hamiltonian Monte Carlo within sequential Monte Carlo A Buchholz, N Chopin, PE Jacob Bayesian Analysis, 2021 | 24 | 2021 |
| Bayesian inference in non-Markovian state-space models with applications to battery fractional-order systems PE Jacob, SMM Alavi, A Mahdi, SJ Payne, DA Howey IEEE Transactions on Control Systems Technology 26 (2), 497-506, 2017 | 22 | 2017 |
| Unbiased Markov chain Monte Carlo for intractable target distributions L Middleton, G Deligiannidis, A Doucet, PE Jacob Electronic Journal of Statistics 14 (2), 2842-2891, 2020 | 21 | 2020 |
| Unbiased estimation of log normalizing constants with applications to Bayesian cross-validation M Rischard, PE Jacob, N Pillai arXiv preprint arXiv:1810.01382, 2018 | 21 | 2018 |
Christian RobertUniversité Paris Dauphine, PSL & University of WarwickVerified email at ceremade.dauphine.fr
