Stochastic Gaussian Process Model Averaging for High-Dimensional Inputs

Mathematics

• Model Averaging 100%
• Gaussian Model 82%
• Process Model 79%
• Dimensionality 72%
• Gaussian Process 69%
• Stochastic Processes 60%
• High-dimensional 58%
• Methodology 34%
• Large Data Sets 28%
• Noisy Data 27%
• High-dimensional Data 27%
• Machine Learning 26%
• Trade-offs 24%
• Computational Cost 24%
• Bayesian Approach 23%
• Averaging 22%
• Predictors 21%
• Scaling 20%
• Prediction 19%
• Optimization 18%
• Experiment 17%
• Subset 13%
• Family 11%

Engineering & Materials Science

• Stochastic models 38%
• Machine learning 26%
• Costs 13%
• Experiments 12%