Emmanuel Vazquez

Laboratoire

Laboratoire Signaux et Systèmes

Publications (126)

Poster de conférence 28/11/2025

A Bayesian framework for calibrating Gaussian process predictive distributions

Jose Alves , Emmanuel Vazquez

28/11/2025

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

Julien Bect , Emmanuel Vazquez

Poster de conférence 28/11/2025

Goal-oriented calibration of Gaussian Processes with conformal prediction

Jose Alves , Emmanuel Vazquez

Article dans une revue 11/10/2025

Parameter influence analysis in a 3D TBM model via sensitivity analysis and Gaussian process metamodels

Maxime Tatin , Pierre Jehel , Emmanuel Vazquez

Poster de conférence 11/10/2025

Numerical study of the calibration of predictive distributions from Gaussian process interpolation

Jose Alves , Emmanuel Vazquez

Communication dans un congrès 27/09/2025

Approche bayésienne pour l'estimation d'indices de Sobol

Benoit Jan , Pierre Lefranc , Julien Bect , Emmanuel Vazquez

Poster de conférence 22/09/2025

MINERVE - Un jumeau numérique pour gérer l'infrastructure ferroviaire

Emmanuelle Baudry , R El Mesri , Amélie Fau , Hugo Gabrielidis , Pierre-Etienne Gautier , Fernando Lopez-Caballero , É Massoulié , Frédéric Ragueneau , Didier Clouteau , Filippo Gatti , Céline Hudelot , Pierre Jehel , Fernando Lopez Caballero , Gianluca Quercini , Emmanuel Vazquez , Stephane Vialle

Article dans une revue 27/08/2025

Characterization of a 3D defect using the Expected Improvement algorithm

Sandór Bilicz , Szabolcs Gyimothy , Jozsef Pavo , Emmanuel Vazquez , Marc Lambert

Communication dans un congrès 14/08/2025

Kriging metamodels for 2D finite element simulations of the settlements induced by TBM excavation in urban areas

Maxime Tatin , Pierre Jehel , Emmanuel Vazquez

Communication dans un congrès 12/08/2025

The Informational Approach to Global Optimization in presence of very noisy evaluation results. Application to the optimization of renewable energy integration strategies

Héloïse Dutrieux , Ivana Aleksovska , Delille Gauthier , Bruno François , Julien Bect , Emmanuel Vazquez

Article dans une revue 28/07/2025

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 12/06/2025

A nonparametric model for sensors used in a dynamic context

Nicolas Fischer , Eric Georgin , Amine Ismail , Emmanuel Vazquez , Laurent Le Brusquet

08/05/2025

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

Sébastien Petit , Julien Bect , Emmanuel Vazquez

Article dans une revue 11/04/2025

Kriging for Eddy-Current Testing Problems

Sandór Bilicz , Szabolcs Gyimothy , Jozsef Pavo , Emmanuel Vazquez , Marc Lambert

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 27/03/2025

Bayesian sequential design of computer experiments for quantile set inversion

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 26/02/2025

Towards a statistical model of EGEE load

Cecile Germain-Renaud , David Colling , Emmanuel Vazquez

Communication dans un congrès 20/02/2025

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 20/02/2025

Kriging for eddy-current testing problems

Sandór Bilicz , Szabolcs Gyimothy , Jozsef Pavo , Emmanuel Vazquez , Marc Lambert

Communication dans un congrès 20/02/2025

BMOO: a Bayesian Multi-Objective Optimization algorithm

Paul Feliot , 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

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

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

Bruno Barracosa , Héloïse Baraffe , Juliette Morin , Gilles Malarange , 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

Article dans une revue 20/02/2025

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

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

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