Julien Bect

Laboratoire

L2S

Site WEB

Publications (116)

18/09/2026

Bayesian Calibration with Functional Outputs Using Elastic Partial Matching

Josselin Garnier , Gwenaël Salin , Julien Bect

19/05/2026

Directional subset simulation method for reliability analysis

Oindrila Kanjilal , Julien Bect

04/05/2026

Uncertainty functionals revisited: Concavity and Jensen's inequality

Julien Bect

Article dans une revue 01/08/2025

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

Sébastien Petit , Julien Bect , Emmanuel Vazquez

23/07/2025

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

Julien Bect , Emmanuel Vazquez

05/05/2025

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

Sébastien Petit , Julien Bect , Emmanuel Vazquez

Article dans une revue 01/01/2025

Bayesian sequential design of computer experiments for quantile set inversion

Vincent Chabridon , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 10/12/2024

Active Learning of (small) Quantile Sets

Vincent Chabridon , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 02/04/2024

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

Julien Bect , Emmanuel Vazquez

Article dans une revue 06/03/2024

Quantitative risk assessment of Haemolytic and Uremic Syndrome (HUS) from consumption of raw milk soft cheese

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

Communication dans un congrès 27/02/2024

Estimation of Small Quantile Sets Using a Sequential Bayesian Strategy

Vincent Chabridon , Julien Bect , Emmanuel Vazquez

Article dans une revue 01/01/2024

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

Niklas Georg , Ulrich Römer , Sebastian Schöps , Julien Bect

Article dans une revue 01/01/2024

Multipathogen quantitative risk assessment in raw milk soft cheese

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

Article dans une revue 04/12/2023

Parameter selection in Gaussian process interpolation: An empirical study of selection criteria

Sébastien Petit , Paul Feliot , Julien Bect , Emmanuel Vazquez

Logiciel 01/07/2023

STK: a Small (Matlab/Octave) Toolbox for Kriging

Julien Bect , Emmanuel Vazquez

Communication dans un congrès 13/06/2023

Minimizing the risk of foodborne illness and analytical costs using a QMRA model for raw milk cheeses

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

Communication dans un congrès 03/04/2023

Bayesian multi-objective optimization for stochastic simulators

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

Poster de conférence 03/04/2023

Estimation of (small) reliable sets using a sequential Bayesian strategy

Vincent Chabridon , Julien Bect , Emmanuel Vazquez

Poster de conférence 21/09/2022

Quantitative risk assessment and optimization of process intervention parameters for French raw milk soft cheese

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

19/07/2022

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

Communication dans un congrès 11/07/2022

Learning of Frequency Response Functions in Electrical Engineering

Niklas Georg , Ulrich Römer , Sebastian Schöps , Julien Bect

Communication dans un congrès 13/06/2022

Integration of bounded monotone functions: Revisiting the nonsequential case, with a focus on unbiased Monte Carlo (randomized) methods

Subhasish Basak , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 07/06/2022

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

Sébastien Petit , Julien Bect , Emmanuel Vazquez

Poster de conférence 07/06/2022

Bayesian multi-objective optimization for quantitative risk assessment in microbiology

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

Poster de conférence 07/06/2022

Sequential Bayesian inversion of black-box functions in presence of uncertainties

Julien Bect , Emmanuel Vazquez

Communication dans un congrès 12/04/2022

Reliability-based inversion: Stepwise uncertainty reduction strategies?

Julien Bect , Emmanuel Vazquez

Communication dans un congrès 01/01/2022

Numerical issues in maximum likelihood parameter estimation for Gaussian process interpolation

Subhasish Basak , Sébastien Petit , Julien Bect , Emmanuel Vazquez

Article dans une revue 01/01/2022

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 20/09/2021

A Bayesian approach for the optimal integration of renewable energy sources in distribution networks over multi-year horizons

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

Communication dans un congrès 07/07/2021

Gaussian Process Regression for Complex-Valued Frequency Response Functions

Niklas Georg , Ulrich Römer , Sebastian Schöps , Julien Bect