Julien Bect

Laboratoire

Laboratoire Signaux et Systèmes

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Publications (112)

23/07/2025

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

Romain Ait Abdelmalek-Lomenech , Julien Bect , Emmanuel Vazquez , Julien Bect , Emmanuel Vazquez

05/05/2025

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

Sébastien Petit , Julien Bect , Emmanuel Vazquez , Julien Bect , Emmanuel Vazquez

Article dans une revue 01/01/2025

Bayesian sequential design of computer experiments for quantile set inversion

Romain Ait Abdelmalek-Lomenech , Julien Bect , Vincent Chabridon , Emmanuel Vazquez , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 10/12/2024

Active Learning of (small) Quantile Sets

Romain Ait Abdelmalek-Lomenech , Julien Bect , Vincent Chabridon , Emmanuel Vazquez , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 02/04/2024

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

Romain Ait Abdelmalek-Lomenech , Julien Bect , Emmanuel Vazquez , 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 , Julien Bect , Emmanuel Vazquez

Communication dans un congrès 27/02/2024

Estimation of Small Quantile Sets Using a Sequential Bayesian Strategy

Romain Ait Abdelmalek-Lomenech , Julien Bect , Vincent Chabridon , Emmanuel Vazquez , Julien Bect , Emmanuel Vazquez

Article dans une revue 01/01/2024

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

Julien Bect , 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 , Julien Bect , Janushan Christy , Fanny Tenenhaus-Aziza , Emmanuel Vazquez , 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 , Julien Bect , Paul Feliot , Emmanuel Vazquez , Julien Bect , Emmanuel Vazquez