Julien Bect

29 papers Misc 1Journal 19Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bayesian Sequential Design of Computer Experiments for Quantile Set Inversion.
Technometrics
Romain Ait Abdelmalek-Lomenech, Julien Bect, Vincent Chabridon, Emmanuel Vázquez
2025 J jnl
Relaxed Gaussian Process Interpolation: a Goal-Oriented Approach to Bayesian Optimization.
J. Mach. Learn. Res.
Sébastien Petit, Julien Bect, Emmanuel Vázquez
2024 J jnl
Rational Kernel-Based Interpolation for Complex-Valued Frequency Response Functions.
SIAM J. Sci. Comput.
Julien Bect, Niklas Georg, Ulrich Römer, Sebastian Schöps
2023 J jnl
Parameter Selection in Gaussian Process Interpolation: An Empirical Study of Selection Criteria.
SIAM/ASA J. Uncertain. Quantification
Sébastien Petit, Julien Bect, Paul Feliot, Emmanuel Vázquez
2023 J jnl
Rational kernel-based interpolation for complex-valued frequency response functions.
CoRR
Julien Bect, Niklas Georg, Ulrich Römer, Sebastian Schöps
2022 J jnl
Integration of bounded monotone functions: Revisiting the nonsequential case, with a focus on unbiased Monte Carlo (randomized) methods.
CoRR
Subhasish Basak, Julien Bect, Emmanuel Vázquez
2022 J jnl
Sequential Design of Multi-Fidelity Computer Experiments: Maximizing the Rate of Stepwise Uncertainty Reduction.
Technometrics
Rémi Stroh, Julien Bect, Séverine Demeyer, Nicolas Fischer, Damien Marquis, Emmanuel Vázquez
2021 J jnl
Adaptive Design of Experiments for Conservative Estimation of Excursion Sets.
Technometrics
Dario Azzimonti, David Ginsbourger, Clément Chevalier, Julien Bect, Yann Richet
2021 — conf
Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian Process Interpolation.
LOD
Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez
2021 J jnl
Numerical issues in maximum likelihood parameter estimation for Gaussian process regression.
CoRR
Subhasish Basak, Sébastien Petit, Julien Bect, Emmanuel Vázquez
2018 — conf
User Preferences in Bayesian Multi-objective Optimization: The Expected Weighted Hypervolume Improvement Criterion.
LOD
Paul Feliot, Julien Bect, Emmanuel Vázquez
2017 J jnl
A Bayesian approach to constrained single- and multi-objective optimization.
J. Glob. Optim.
Paul Feliot, Julien Bect, Emmanuel Vázquez
2017 J jnl
Bayesian Subset Simulation.
SIAM/ASA J. Uncertain. Quantification
Julien Bect, Ling Li, Emmanuel Vázquez
2016 J jnl
Quantifying Uncertainties on Excursion Sets Under a Gaussian Random Field Prior.
SIAM/ASA J. Uncertain. Quantification
Dario Azzimonti, Julien Bect, Clément Chevalier, David Ginsbourger
2015 — conf
A Bayesian Approach to Constrained Multi-objective Optimization.
LION
Paul Feliot, Julien Bect, Emmanuel Vázquez
2014 J jnl
A new integral loss function for Bayesian optimization.
CoRR
Emmanuel Vázquez, Julien Bect
2014 J jnl
Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application to the Identification of an Excursion Set.
Technometrics
Clément Chevalier, Julien Bect, David Ginsbourger, Emmanuel Vázquez, Victor Picheny, Yann Richet
2014 J jnl
Relabeling and Summarizing Posterior Distributions in Signal Decomposition Problems When the Number of Components is Unknown.
IEEE Trans. Signal Process.
Alireza Roodaki, Julien Bect, Gilles Fleury
2013 J jnl
Comments on "Joint Bayesian Model Selection and Estimation of Noisy Sinusoids Via Reversible Jump MCMC".
IEEE Trans. Signal Process.
Alireza Roodaki, Julien Bect, Gilles Fleury
2012 — conf
Bayesian Optimization Using Sequential Monte Carlo.
LION
Romain Benassi, Julien Bect, Emmanuel Vázquez
2012 J jnl
Sequential design of computer experiments for the estimation of a probability of failure.
Stat. Comput.
Julien Bect, David Ginsbourger, Ling Li, Victor Picheny, Emmanuel Vázquez
2012 Misc conf
Summarizing posterior distributions in signal decomposition problems when the number of components is unknown.
ICASSP
Alireza Roodaki, Julien Bect, Gilles Fleury
2011 J jnl
Bayesian optimization using sequential Monte Carlo
CoRR
Romain Benassi, Julien Bect, Emmanuel Vázquez
2011 — conf
Robust Gaussian Process-Based Global Optimization Using a Fully Bayesian Expected Improvement Criterion.
LION
Romain Benassi, Julien Bect, Emmanuel Vázquez
2011 J jnl
Sequential search based on kriging: convergence analysis of some algorithms
CoRR
Emmanuel Vázquez, Julien Bect
2010 — conf
An empirical Bayes approach for joint Bayesian model selection and estimation of sinusoids via reversible jump MCMC.
EUSIPCO
Alireza Roodaki, Julien Bect, Gilles Fleury
2010 — conf
On the joint Bayesian model selection and estimation of sinusoids via Reversible Jump MCMC in low SNR situations.
ISSPA
Alireza Roodaki, Julien Bect, Gilles Fleury
2009 — conf
RJMCMC point process sampler for single sensor source separation: An application to electric load monitoring.
EUSIPCO
Mabrouka El-Guedri, Julien Bect, Christian Lajaunie, Gilles Fleury, Redouane Seraoui, Thomas Garcia, Alexandre Girard
2004 — conf
A l
ECCV (4)
Julien Bect, Laure Blanc-Féraud, Gilles Aubert, Antonin Chambolle