One step preference elicitation in multi-objective Bayesian optimization. - Juan Ungredda; Jürgen Branke; Mariapia Marchi; Teresa Montrone (GECCO Companion, 2021)

Single Interaction Multi-Objective Bayesian Optimization. - Juan Ungredda; Jürgen Branke; Mariapia Marchi; Teresa Montrone (PPSN (1), 2022)

Efficient computation of the Knowledge Gradient for Bayesian Optimization. - Juan Ungredda; Michael Pearce; Jürgen Branke (CoRR, 2022)

Bayesian Optimisation vs. Input Uncertainty Reduction. - Juan Ungredda; Michael Pearce; Jürgen Branke (ACM Trans. Model. Comput. Simul., 2022)

When to Elicit Preferences in Multi-Objective Bayesian Optimization. - Juan Ungredda; Jürgen Branke (GECCO Companion, 2023)

Bayesian Optimisation for Constrained Problems. - Juan Ungredda; Juergen Branke (ACM Trans. Model. Comput. Simul., 2024)