Concepedia

Espen Bernton

EB

9

Publications

354

Citations

9

H-Index

2017

Active since

Affiliations

University of Warwick(Current)

Harvard University Press

Université Paris Dauphine-PSL

University of Bristol

Centre de Recherche en Mathématiques de la Décision

Espen Bernton is an author at University of Warwick specializing in engineering, statistical inference, and statistics.

Top concepts

EngineeringStatisticsStatistical InferenceProbabilityData SciencePublic HealthInverse ProblemsEstimation TheoryStochastic CalculusWasserstein Distance

Publications per year

2017–2022

9

Publications

9

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

On parameter estimation with the Wasserstein distance

Espen Bernton, Pierre Jacob, Mathieu Gerber et al. · Information and Inference A Journal of the IMA · 2019 · 65 citations · Full text

Bayesian Statistics, Abstract Statistical Inference, Engineering +14

Entropic optimal transport: Geometry and large deviations

Espen Bernton, Promit Ghosal, Marcel Nutz · Duke Mathematical Journal · 2022 · 41 citations

Large Deviations Principle, Calculus Of Variation, Variational Analysis +7

Inference in generative models using the Wasserstein distance

Espen Bernton, Pierre Jacob, Mathieu Gerber et al. · arXiv (Cornell University) · 2017 · 30 citations · Full text

Stability of entropic optimal transport and Schrödinger bridges

Promit Ghosal, Marcel Nutz, Espen Bernton · Journal of Functional Analysis · 2022 · 26 citations

System Stability, Entropic Optimal Transport, Nonlinear Hyperbolic Problem +2

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