Balesdent, Mathieu
- Bayesian Optimization using Deep Gaussian Processes
2019/05/07 by Ali Hebbal, Loïc Brevault, Hebbal, Ali +7 · 4 citations
Computer Science · Decision Sciences · #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)
- Bayesian optimization of variable-size design space problems
2020/03/06 by Pelamatti, Julien, Brevault, Loic, Balesdent, Mathieu +2 · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Optimization and Control (math.OC)
- Multi-fidelity modeling with different input domain definitions using\n Deep Gaussian Processes
2020/06/29 by Ali Hebbal, Hebbal, Ali, Loïc Brevault +7 · 1 citation
Computer Science · Decision Sciences · 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
- Hidden-Variables Genetic Algorithm for Variable-Size Design Space Optimal Layout Problems with Application to Aerospace Vehicles
2022/12/21 by Gamot, Juliette, Balesdent, Mathieu, Tremolet, Arnault +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences