Consistent Online Gaussian Process Regression Without the Sample Complexity Bottleneck.
Alec KoppelHrusikesha PradhanKetan RajawatPublished in: CoRR (2020)
Keyphrases
- gaussian process regression
- sample complexity
- theoretical analysis
- learning algorithm
- gaussian processes
- upper bound
- learning problems
- gaussian process
- supervised learning
- active learning
- generalization error
- lower bound
- pac learning
- special case
- training examples
- sample size
- hyperparameters
- e learning
- machine learning