Julien Bect

Laboratoire

Laboratoire Signaux et Systèmes

Publications (112)

Poster de conférence 20/02/2025

A Bayesian approach to constrained multi-objective optimization

Paul Feliot , Julien Bect , Emmanuel Vazquez

Article dans une revue 06/01/2025

Assessing fire safety using complex numerical models with a Bayesian multi-fidelity approach

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

Poster de conférence 27/12/2024

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

Communication dans un congrès 19/11/2024

On the quantification of discretization uncertainty: comparison of two paradigms

Souleymane Zio , Guillaume Perrin , Claire Cannamela , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 08/10/2024

Estimation of Small Quantile Sets Using a Sequential Bayesian Strategy

Vincent Chabridon , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 16/09/2024

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

Subhasish Basak , Julien Bect , Emmanuel Vazquez

Poster de conférence 16/09/2024

Bayesian multi-objective optimization for quantitative risk assessment in microbiology

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

Communication dans un congrès 16/09/2024

Bayesian multi-objective optimization for stochastic simulators

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

Communication dans un congrès 16/09/2024

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 27/08/2024

RJMCMC point process sampler for single sensor source separation : an application to electric load monitoring

Mabrouka El Guedri , Christian Lajaunie , Gilles Fleury , Rédouane Seraoui , Thomas Garcia , Alexandre Girard , Julien Bect

Communication dans un congrès 20/08/2024

Gaussian Process Regression for Complex-Valued Frequency Response Functions

Niklas Georg , Ulrich Römer , Sebastian Schöps , Julien Bect

Communication dans un congrès 20/08/2024

User preferences in Bayesian multi-objective optimization

Paul Feliot , Julien Bect , Emmanuel Vazquez

Article dans une revue 23/07/2024

Sequential design of computer experiments for the estimation of a probability of failure

David Ginsbourger , Ling Li , Victor Picheny , Julien Bect , Emmanuel Vazquez

Article dans une revue 23/07/2024

Quantifying uncertainties on excursion sets under a Gaussian random field prior

Dario Azzimonti , Clément Chevalier , David Ginsbourger , Julien Bect

Communication dans un congrès 23/07/2024

Quantifying and reducing uncertainties on a set of failure using random set theory and Kriging

Clément Chevalier , David Ginsbourger , Ilya Molchanov , Julien Bect

Communication dans un congrès 23/07/2024

Quantifying and reducing uncertainties on excursion sets under a gaussian random field prior

David Ginsbourger , Clément Chevalier , Dario Azzimonti , Ilya Molchanov , Julien Bect

Poster de conférence 16/07/2024

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

Vincent Chabridon , Julien Bect , Emmanuel Vazquez

Chapitre d'ouvrage 16/07/2024

Integrating hyper-parameter uncertainties in a multi-fidelity Bayesian model for the estimation of a probability of failure

R. Stroh , S. Demeyer , N. Fischer , Julien Bect , Emmanuel Vazquez

Poster de conférence 16/07/2024

Bayesian multi-objective optimization with noisy evaluations

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