Emmanuel Vazquez

1. Sequential design of computer experiments for the estimation of a probability of failure
   2010/09/30 by Julien Bect, David Ginsbourger, Ling Li +3 · 15 citations
   Computer Science · Decision Sciences · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Optimal Experimental Design Methods #Probabilistic and Robust Engineering Design #msc:62C10 #msc:62L05 #msc:62P30 #stat.AP #stat.CO
2. Convergence properties of the expected improvement algorithm
   2007/12/21 by Emmanuel Vazquez, Emmanuel Vázquez, Vazquez, Emmanuel +2 · 6 citations
   Computer Science · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification #Optimization and Control (math.OC) #math.OC #stat.CO
3. Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian Process Interpolation
   2021/01/24 by Subhasish Basak, Sébastien Petit, Julien Bect +2 · 1 voice · 1 citation
   Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Gaussian Processes and Bayesian Inference #Simulation Techniques and Applications
4. Estimation of the volume of an excursion set of a Gaussian process using intrinsic Kriging
   2006/11/09 by Emmanuel Vazquez, Vazquez, Emmanuel, Miguel Piera Martinez +1 · 1 citation
   Mathematics · #60G15 #60G25 #60G70 #62K99 #62M20 #FOS: Mathematics #Statistics Theory (math.ST) #math.ST #msc:60G15 #msc:60G25 #msc:60G70 #msc:62K99 #msc:62M20 #stat.TH
5. Pointwise consistency of the kriging predictor with known mean and covariance functions
   2009/12/08 by Emmanuel Vazquez, Julien Bect, Vazquez, Emmanuel +1 · 1 citation
   Mathematics · #FOS: Mathematics #Statistics Theory (math.ST) #math.ST #stat.TH
6. Simple-regret rates and minimax optimality of fixed-prior expected improvement in Matérn and squared-exponential RKHSs
   2026/07/31 by Emmanuel Vazquez, Sébastien Petit
   Mathematics · Computer Science · #stat.ML #cs.LG #cs.NA #math.NA #math.ST #stat.TH