Julien Bect

Subhasish Basak , Janushan Christy , Laurent Guillier , Frédérique Audiat-Perrin , Moez Sanaa , Fanny Tenenhaus-Aziza , Julien Bect , Emmanuel Vazquez

26/07/2025

Bayesian Active Learning of (small) Quantile Sets through Expected Estimator Modification

Julien Bect , Emmanuel Vazquez

Article dans une revue 16/06/2025

Adaptive Design of Experiments for Conservative Estimation of Excursion Sets

Dario Azzimonti , David Ginsbourger , Clément Chevalier , Yann Richet , Julien Bect

Article dans une revue 02/06/2025

Rational kernel-based interpolation for complex-valued frequency response functions

Niklas Georg , Ulrich Römer , Sebastian Schöps , Julien Bect

08/05/2025

Relaxed Gaussian process interpolation: a goal-oriented approach to Bayesian optimization

Sébastien Petit , Julien Bect , Emmanuel Vazquez

Article dans une revue 27/03/2025

Bayesian sequential design of computer experiments for quantile set inversion

Vincent Chabridon , Julien Bect , Emmanuel Vazquez

Article dans une revue 27/03/2025

Multipathogen quantitative risk assessment in raw milk soft cheese

Subhasish Basak , Laurent Guillier , Janushan Christy , Fanny Tenenhaus-Aziza , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 27/03/2025

A stepwise uncertainty reduction strategy for the estimation of small quantile sets

Julien Bect , Emmanuel Vazquez

Communication dans un congrès 27/03/2025

Active Learning of (small) Quantile Sets

Vincent Chabridon , Julien Bect , Emmanuel Vazquez

Article dans une revue 21/03/2025

Fast parallel kriging-based stepwise uncertainty reduction with application to the identification of an excursion set

Clément Chevalier , David Ginsbourger , Victor Picheny , Yann Richet , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 21/03/2025

Adaptive Design of Experiments for Conservative Estimation of Excursion Sets (SIAM UQ 2016)

Dario Azzimonti , David Ginsbourger , Clément Chevalier , Yann Richet , Julien Bect

Poster de conférence 21/03/2025

Adaptive Design of Experiments for Conservative Estimation of Excursion Sets

Dario Azzimonti , David Ginsbourger , Clément Chevalier , Yann Richet , Julien Bect

Chapitre d'ouvrage 21/03/2025

Estimating and quantifying uncertainties on level sets using the Vorob'ev expectation and deviation with Gaussian process models

Clément Chevalier , David Ginsbourger , Ilya Molchanov , Julien Bect

Communication dans un congrès 20/02/2025

Bayesian multi-objective optimization with noisy evaluations using the Knowledge Gradient

Bruno Barracosa , Héloïse Baraffe , Juliette Morin , Gilles Malarange , Julien Bect , Emmanuel Vazquez

Article dans une revue 20/02/2025

Sequential design of multi-fidelity computer experiments: maximizing the rate of stepwise uncertainty reduction

Rémi Stroh , Séverine Demeyer , Nicolas Fischer , Damien Marquis , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 20/02/2025

BMOO: a Bayesian Multi-Objective Optimization algorithm

Paul Feliot , Julien Bect , Emmanuel Vazquez

20/02/2025

Bayesian multi-objective optimization for stochastic simulators: an extension of the Pareto Active Learning method

Bruno Barracosa , Héloïse Dutrieux Baraffe , Juliette Morin , Josselin Fournel , Julien Bect , Emmanuel Vazquez

Article dans une revue 20/02/2025

A Bayesian approach to constrained single- and multi-objective optimization

Paul Feliot , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 20/02/2025

Bayesian Subset Simulation: a kriging-based subset simulation algorithm for the estimation of small probabilities of failure

Ling Li , Julien Bect , Emmanuel Vazquez

Poster de conférence 20/02/2025

A Bayesian approach to constrained multi-objective optimization

Paul Feliot , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 20/02/2025

A Bayesian approach to constrained multi-objective optimization of expensive-to-evaluate functions

Paul Feliot , Julien Bect , Emmanuel Vazquez