Ali Hebbal

According to our database, Ali Hebbal authored at least 6 papers between 2018 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

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

PhD thesis, 2021

2020

Overview of Gaussian process based multi-fidelity techniques with variable relationship between fidelities.

Loïc Brevault, Mathieu Balesdent, Ali Hebbal

CoRR, 2020

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

2019

Bayesian Optimization using Deep Gaussian Processes.

Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab

CoRR, 2019

2018

Efficient Global Optimization using Deep Gaussian Processes.

Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab

CoRR, 2018

Efficient Global Optimization Using Deep Gaussian Processes.

Ali Hebbal, Loïc Brevault, Mathieu Balesdent, Ei-Ghazali Taibi, Nouredine Melab

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018