no code implementations • 1 Dec 2023 • Antonio Sabbatella, Andrea Ponti, Antonio Candelieri, Ilaria Giordani, Francesco Archetti
In this paper we propose a Bayesian optimization method, executed in a continuous em-bedding of the combinatorial space.
no code implementations • 9 Mar 2020 • Antonio Candelieri, Ilaria Giordani, Riccardo Perego, Francesco Archetti
This ap-proach makes more efficient the learning/updating of the probabilistic surrogate model and allows an efficient optimization of the acquisition function.
no code implementations • 9 Mar 2020 • Antonio Candelieri, Riccardo Perego, Ilaria Giordani, Andrea Ponti, Francesco Archetti
Modelling human function learning has been the subject of in-tense research in cognitive sciences.