Treed-Gaussian Processes with Support Vector Machines as Nodes for Nonstationary Bayesian Optimization

Mathematics

• Support Vector Machine 100%
• Gaussian Process 78%
• Optimization 60%
• Reward 60%
• Vertex of a graph 45%
• Regression Model 43%
• Decision Support 40%
• Decision tree 33%
• Surrogate 32%
• Black Box 30%
• Stationarity 28%
• Nonlinear Function 26%
• Regression 20%
• Partition 19%
• Model 17%
• Unknown 17%
• Context 16%
• Performance 15%
• Family 12%

Engineering & Materials Science

• Support vector machines 63%
• Decision trees 19%
• Sampling 13%