A Bayesian Approach to Constrained Multi-objective Optimization. - Paul Feliot; Julien Bect; Emmanuel Vázquez (LION, 2015)

A Bayesian approach to constrained single- and multi-objective optimization. - Paul Feliot; Julien Bect; Emmanuel Vázquez (J. Glob. Optim., 2017)

User Preferences in Bayesian Multi-objective Optimization: The Expected Weighted Hypervolume Improvement Criterion. - Paul Feliot; Julien Bect; Emmanuel Vázquez (LOD, 2018)

Constrained multi-fidelity surrogate framework using Bayesian optimization with non-intrusive reduced-order basis. - Hanane Khatouri; Tariq Benamara; Piotr Breitkopf; Jean Demange; Paul Feliot (Adv. Model. Simul. Eng. Sci., 2020)

Parameter Selection in Gaussian Process Interpolation: An Empirical Study of Selection Criteria. - Sébastien Petit; Julien Bect; Paul Feliot; Emmanuel Vázquez (SIAM/ASA J. Uncertain. Quantification, 2023)