CGPT: A Conditional Gaussian Process Tree for Grey-Box Bayesian Optimization

Mathematics

• Gaussian Process 100%
• Optimization 77%
• Learning 26%
• Black-box Optimization 23%
• Trajectory 22%
• Structure-function 19%
• Discrete Dynamical Systems 16%
• Gaussian Model 16%
• Vertex of a graph 16%
• Process Model 16%
• Optimization Algorithm 15%
• Likelihood 12%
• Branch 12%
• Objective function 12%
• Prediction 11%
• Knowledge 11%
• Optimization Problem 10%
• Model 9%
• Simulation 9%
• Performance 8%

Engineering & Materials Science

• Trajectories 35%
• Trees (mathematics) 29%
• Dynamical systems 20%
• Information systems 20%