Cross-Validation-based Adaptive Sampling for Gaussian Process Models.
Hossein MohammadiPeter G. ChallenorDaniel B. WilliamsonMarc GoodfellowPublished in: SIAM/ASA J. Uncertain. Quantification (2022)
Keyphrases
- cross validation
- adaptive sampling
- gaussian process models
- gaussian process
- hyperparameters
- gaussian processes
- model selection
- monte carlo
- random sampling
- human pose estimation
- support vector
- sample size
- training set
- control charts
- regression model
- machine learning
- parameter estimation
- sampling methods
- pose estimation
- decision trees