Targeting Well-Balanced Solutions in Multi-Objective Bayesian Optimization Under a Restricted Budget. - David Gaudrie; Rodolphe Le Riche; Victor Picheny; Benoit Enaux; Vincent Herbert (LION, 2018)

Budgeted Multi-Objective Optimization with a Focus on the Central Part of the Pareto Front - Extended Version. - David Gaudrie; Rodolphe Le Riche; Victor Picheny; Benoit Enaux; Vincent Herbert (CoRR, 2018)

Targeting Solutions in Bayesian Multi-Objective Optimization: Sequential and Parallel Versions. - David Gaudrie; Rodolphe Le Riche; Victor Picheny; Benoit Enaux; Vincent Herbert (CoRR, 2018)

Modeling and Optimization with Gaussian Processes in Reduced Eigenbases - Extended Version. - David Gaudrie; Rodolphe Le Riche; Victor Picheny; Benoit Enaux; Vincent Herbert (CoRR, 2019)

Targeting solutions in Bayesian multi-objective optimization: sequential and batch versions. - David Gaudrie; Rodolphe Le Riche; Victor Picheny; Benoit Enaux; Vincent Herbert (Ann. Math. Artif. Intell., 2020)