Mickaël Binois

1. A survey on high-dimensional Gaussian process modeling with application to Bayesian optimization
   2021/11/09 by Mickaël Binois, Binois, Mickael, Nathan Wycoff +1 · 12 citations
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning and Data Classification #Optimization and Control (math.OC)
2. A portfolio approach to massively parallel Bayesian optimization
   2021/10/18 by Mickaël Binois, Binois, Mickael, Nicholson Collier +3 · 3 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Machine Learning (stat.ML) #Optimization and Control (math.OC)
3. Parameter and Uncertainty Estimation for Dynamical Systems Using Surrogate Stochastic Processes
   2018/02/02 by Matthias Chung, Mickaël Binois, Chung, M. +9 · 2 citations
   Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Probabilistic and Robust Engineering Design #Gaussian Processes and Bayesian Inference
4. Shared active subspace for multivariate vector-valued functions
   2024/01/05 by Khadija Musayeva, Musayeva, Khadija, Mickaël Binois +1 · 1 citation
   Computer Science · Engineering · Mathematics · #Advanced Statistical Methods and Models #Bayesian Methods and Mixture Models #Control Systems and Identification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)