Mathieu Balesdent

1. Bayesian Optimization using Deep Gaussian Processes
   2019/05/07 by Ali Hebbal, Loic Brevault, Hebbal, Ali +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, Loic Brevault, Pelamatti, Julien +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 of constrained mixed variable problems
   2018/06/11 by Julien Pelamatti, Loïc Brevault, Pelamatti, Julien +7 · 1 citation
   Mathematics · #FOS: Mathematics #Optimization and Control (math.OC) #math.OC
4. Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes
   2020/06/29 by Ali Hebbal, Loic Brevault, Loïc Brevault +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
5. Overview of Gaussian process based multi-fidelity techniques with variable relationship between fidelities
   2020/06/30 by Loïc Brevault, Mathieu Balesdent, Brevault, Loïc +3 · 1 citation
   Computer Science · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
6. Hidden-Variables Genetic Algorithm for Variable-Size Design Space Optimal Layout Problems with Application to Aerospace Vehicles
   2022/12/21 by Juliette Gamot, Gamot, Juliette, Mathieu Balesdent +9 · 1 citation
   Business, Management and Accounting · Engineering · #Advanced Manufacturing and Logistics Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Manufacturing Process and Optimization #Product Development and Customization
7. Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables
   2023/09/11 by Loïc Brevault, Mathieu Balesdent, Brevault, Loic +1 · 1 citation
   Computer Science · Decision Sciences · Engineering · Mathematics · #Advanced Multi-Objective Optimization Algorithms #Bayesian probability #Categorical variable #Computer science #Continuous variable #Diversity (politics) #Econometrics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Mathematical optimization #Mathematics #Multi-Criteria Decision Making #Optimization and Control (math.OC) #Optimization and Mathematical Programming #Physics #Quality (philosophy) #Sociology #Statistics