papers
Publications (15)
stat.CO2014
A new integral loss function for Bayesian optimization
Emmanuel Vazquez, Julien Bect
math.ST2006
Estimation of the volume of an excursion set of a Gaussian process using intrinsic Kriging
Emmanuel Vazquez, Miguel Piera Martinez
math.ST2011
Sequential search based on kriging: convergence analysis of some algorithms
Emmanuel Vazquez, Julien Bect
math.OC2011
Bayesian optimization using sequential Monte Carlo
Romain Benassi, Julien Bect, Emmanuel Vazquez
stat.CO2010
Convergence properties of the expected improvement algorithm
Emmanuel Vazquez, Julien Bect
stat.CO2017
Bayesian subset simulation
Julien Bect, Ling Li, Emmanuel Vazquez
math.OC2018
User preferences in Bayesian multi-objective optimization: the expected weighted hypervolume improvement criterion
Paul Feliot, Julien Bect, Emmanuel Vazquez
stat.CO2017
Sequential design of experiments to estimate a probability of exceeding a threshold in a multi-fidelity stochastic simulator
Rémi Stroh, Séverine Demeyer, Nicolas Fischer +2
stat.CO2012
Bayesian Subset Simulation: a kriging-based subset simulation algorithm for the estimation of small probabilities of failure
Ling Li, Julien Bect, Emmanuel Vazquez
math.OC2016
Design of a commercial aircraft environment control system using Bayesian optimization techniques
Paul Feliot, Yves Le Guennec, Julien Bect +1
stat.CO2016
A Bayesian approach to constrained single- and multi-objective optimization
Paul Feliot, Julien Bect, Emmanuel Vazquez
stat.ME2016
Gaussian process modeling for stochastic multi-fidelity simulators, with application to fire safety
Rémi Stroh, Julien Bect, Séverine Demeyer +2
math.ST2009
Pointwise consistency of the kriging predictor with known mean and covariance functions
Emmanuel Vazquez, Julien Bect
stat.CO2015
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, Julien Bect +3
stat.CO2012
Sequential design of computer experiments for the estimation of a probability of failure
Julien Bect, David Ginsbourger, Ling Li +2