Loic Brevault

1. Bayesian Optimization using Deep Gaussian Processes
   2019/05/07 by Ali Hebbal, Hebbal, Ali, Loïc Brevault +9 · 4 citations
   Computer Science · Decision Sciences · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Computational Engineering #FOS: Computer and information sciences #Finance #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Probabilistic and Robust Engineering Design #and Science (cs.CE) #cs.CE #cs.LG #stat.ML
2. Bayesian optimization of variable-size design space problems
   2020/03/06 by Julien Pelamatti, Pelamatti, Julien, Loic Brevault +7 · 2 citations
   Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC) #math.OC #stat.ML
3. Efficient Global Optimization using Deep Gaussian Processes
   2018/09/11 by Ali Hebbal, Loic Brevault, Hebbal, Ali +7 · 1 citation
   Computer Science · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Optimization and Control (math.OC) #cs.LG #cs.NE #math.OC
4. Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes
   2020/06/29 by Ali Hebbal, Loic Brevault, Hebbal, Ali +9 · 1 citation
   Computer Science · Decision Sciences · Mathematics · Physics and Astronomy · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Probabilistic and Robust Engineering Design #cs.LG #stat.ML