Julien Bect

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 11

Top Topics

Gaussian Process

Multi Objective Genetic Algorithms

Top Venues

SIAM/ASA J. Uncertain. Quantification

Publications

Julien Bect, Niklas Georg, Ulrich Römer, Sebastian Schöps
Rational kernel-based interpolation for complex-valued frequency response functions. CoRR (2023)
Sébastien Petit, Julien Bect, Paul Feliot, Emmanuel Vázquez
Parameter Selection in Gaussian Process Interpolation: An Empirical Study of Selection Criteria. SIAM/ASA J. Uncertain. Quantification 11 (4) (2023)
Subhasish Basak, Julien Bect, Emmanuel Vázquez
Integration of bounded monotone functions: Revisiting the nonsequential case, with a focus on unbiased Monte Carlo (randomized) methods. CoRR (2022)
Rémi Stroh, Julien Bect, Séverine Demeyer, Nicolas Fischer, Damien Marquis, Emmanuel Vázquez
Sequential Design of Multi-Fidelity Computer Experiments: Maximizing the Rate of Stepwise Uncertainty Reduction. Technometrics 64 (2) (2022)
Dario Azzimonti, David Ginsbourger, Clément Chevalier, Julien Bect, Yann Richet
Adaptive Design of Experiments for Conservative Estimation of Excursion Sets. Technometrics 63 (1) (2021)
Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez
Numerical issues in maximum likelihood parameter estimation for Gaussian process regression. CoRR (2021)
Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez
Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian Process Interpolation. LOD (2021)
Paul Feliot, Julien Bect, Emmanuel Vázquez
User Preferences in Bayesian Multi-objective Optimization: The Expected Weighted Hypervolume Improvement Criterion. LOD (2018)
Paul Feliot, Julien Bect, Emmanuel Vázquez
A Bayesian approach to constrained single- and multi-objective optimization. J. Glob. Optim. 67 (1-2) (2017)
Julien Bect, Ling Li, Emmanuel Vázquez
Bayesian Subset Simulation. SIAM/ASA J. Uncertain. Quantification 5 (1) (2017)
Dario Azzimonti, Julien Bect, Clément Chevalier, David Ginsbourger
Quantifying Uncertainties on Excursion Sets Under a Gaussian Random Field Prior. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
Paul Feliot, Julien Bect, Emmanuel Vázquez
A Bayesian Approach to Constrained Multi-objective Optimization. LION (2015)
Emmanuel Vázquez, Julien Bect
A new integral loss function for Bayesian optimization. CoRR (2014)
Clément Chevalier, Julien Bect, David Ginsbourger, Emmanuel Vázquez, Victor Picheny, Yann Richet
Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application to the Identification of an Excursion Set. Technometrics 56 (4) (2014)
Alireza Roodaki, Julien Bect, Gilles Fleury
Relabeling and Summarizing Posterior Distributions in Signal Decomposition Problems When the Number of Components is Unknown. IEEE Trans. Signal Process. 62 (16) (2014)
Alireza Roodaki, Julien Bect, Gilles Fleury
Comments on "Joint Bayesian Model Selection and Estimation of Noisy Sinusoids Via Reversible Jump MCMC". IEEE Trans. Signal Process. 61 (14) (2013)
Julien Bect, David Ginsbourger, Ling Li, Victor Picheny, Emmanuel Vázquez
Sequential design of computer experiments for the estimation of a probability of failure. Stat. Comput. 22 (3) (2012)
Alireza Roodaki, Julien Bect, Gilles Fleury
Summarizing posterior distributions in signal decomposition problems when the number of components is unknown. ICASSP (2012)
Romain Benassi, Julien Bect, Emmanuel Vázquez
Bayesian Optimization Using Sequential Monte Carlo. LION (2012)
Romain Benassi, Julien Bect, Emmanuel Vázquez
Bayesian optimization using sequential Monte Carlo CoRR (2011)
Emmanuel Vázquez, Julien Bect
Sequential search based on kriging: convergence analysis of some algorithms CoRR (2011)
Romain Benassi, Julien Bect, Emmanuel Vázquez
Robust Gaussian Process-Based Global Optimization Using a Fully Bayesian Expected Improvement Criterion. LION (2011)
Alireza Roodaki, Julien Bect, Gilles Fleury
An empirical Bayes approach for joint Bayesian model selection and estimation of sinusoids via reversible jump MCMC. EUSIPCO (2010)
Alireza Roodaki, Julien Bect, Gilles Fleury
On the joint Bayesian model selection and estimation of sinusoids via Reversible Jump MCMC in low SNR situations. ISSPA (2010)
Mabrouka El-Guedri, Julien Bect, Christian Lajaunie, Gilles Fleury, Redouane Seraoui, Thomas Garcia, Alexandre Girard
RJMCMC point process sampler for single sensor source separation: An application to electric load monitoring. EUSIPCO (2009)
Julien Bect, Laure Blanc-Féraud, Gilles Aubert, Antonin Chambolle
-Unified Variational Framework for Image Restoration. ECCV (4) (2004)