Concepedia

Pierre Jacob

PJ

41

Publications

2K

Citations

25

H-Index

1995

Active since

Affiliations

Université de Montpellier(Current)

Harvard University Press

Harvard University

Centre de Recherche en Mathématiques de la Décision

Centre National de la Recherche Scientifique

Pierre Jacob is an author at Université de Montpellier specializing in engineering, statistics, and statistical inference.

Top concepts

EngineeringStatisticsStatistical InferenceProbabilityData ScienceComputer ScienceEstimation TheoryUncertainty QuantificationPublic HealthBayesian Methods

Publications per year

1995–2024

41

Publications

41

SMC2: An Efficient Algorithm for Sequential Analysis of State Space Models

Nicolás Chopin, Pierre Jacob, Omiros Papaspiliopoulos · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2012 · 331 citations · Full text

Bayesian Decision Theory, Nonlinear Filtering, Engineering +31

A neural network algorithm for detection of GI angiectasia during small-bowel capsule endoscopy

Romain Leenhardt, Pauline Vasseur, Cynthia Li et al. · Gastrointestinal Endoscopy · 2018 · 206 citations

Medicine, Abdominal Imaging, Gastroenterology +10

Parallel Resampling in the Particle Filter

Lawrence M. Murray, Anthony Lee, Pierre Jacob · Journal of Computational and Graphical Statistics · 2015 · 140 citations

Cluster Computing, Engineering, Machine Learning +23

Approximate Bayesian Computation with the Wasserstein Distance

Espen Bernton, Pierre Jacob, Mathieu Gerber et al. · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2019 · 130 citations · Full text

Unbiased Markov Chain Monte Carlo Methods with Couplings

Pierre Jacob, John R. O’Leary, Yves F. Atchadé · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2020 · 105 citations · Full text

Engineering, Uncertainty Quantification, Monte Carlo +11

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