Efficient Global Optimization Using Deep Gaussian Processes. - Ali Hebbal; Loïc Brevault; Mathieu Balesdent; Ei-Ghazali Taibi; Nouredine Melab (CEC, 2018)

Efficient Global Optimization using Deep Gaussian Processes. - Ali Hebbal; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Nouredine Melab (CoRR, 2018)

Bayesian Optimization using Deep Gaussian Processes. - Ali Hebbal; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Nouredine Melab (CoRR, 2019)

Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes. - Ali Hebbal; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Nouredine Melab (CoRR, 2020)

Overview of Gaussian process based multi-fidelity techniques with variable relationship between fidelities. - Loïc Brevault; Mathieu Balesdent; Ali Hebbal (CoRR, 2020)

Deep Gaussian Processes for the Analysis and Optimization of Complex Systems -Application to Aerospace System Design. (Processus Gaussiens Profonds pour l'Analyse et l'Optimisation des Systèmes Complexes - Application à la Conception des Systèmes Aérospatiaux). - Ali Hebbal (2021)