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Pierre E. Jacob
Pierre E. Jacob
Verified email at essec.edu - Homepage
Title
Cited by
Cited by
Year
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
982019
On non-negative unbiased estimators
PE Jacob, AH Thiery
Annals of Statistics 43 (2), 769-784, 2015
732015
Inference in generative models using the Wasserstein distance
E Bernton, PE Jacob, M Gerber, CP Robert
arXiv preprint arXiv:1701.05146, 2017
712017
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
682020
Path storage in the particle filter
PE Jacob, LM Murray, S Rubenthaler
Statistics and Computing 25 (2), 487-496, 2013
632013
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
592011
Better together? Statistical learning in models made of modules
PE Jacob, LM Murray, CC Holmes, CP Robert
arXiv preprint arXiv:1708.08719, 2017
562017
Unbiased Hamiltonian Monte Carlo with couplings
J Heng, PE Jacob
Biometrika 106 (2), 287-302, 2019
522019
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
502019
Smoothing with couplings of conditional particle filters
PE Jacob, F Lindsten, TB Schön
Journal of the American Statistical Association, 1-32, 2018
482018
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
382013
Estimating convergence of Markov chains with L-lag couplings
N Biswas, PE Jacob, P Vanetti
Advances in Neural Information Processing Systems, 7391-7401, 2019
352019
Estimating relatedness between malaria parasites
AR Taylor, PE Jacob, DE Neafsey, CO Buckee
Genetics 212 (4), 1337-1351, 2019
292019
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
272019
Adaptive tuning of Hamiltonian Monte Carlo within sequential Monte Carlo
A Buchholz, N Chopin, PE Jacob
Bayesian Analysis, 2021
242021
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
222017
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
212020
Unbiased estimation of log normalizing constants with applications to Bayesian cross-validation
M Rischard, PE Jacob, N Pillai
arXiv preprint arXiv:1810.01382, 2018
212018
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