Consistent online Gaussian process regression without the sample complexity bottleneck.

Alec Koppel Hrusikesha Pradhan Ketan Rajawat

Published in: Stat. Comput. (2021)

Keyphrases

gaussian process regression
sample complexity
theoretical analysis
upper bound
gaussian process
pac learning
learning algorithm
learning problems
special case
supervised learning
gaussian processes
active learning
lower bound
generalization error
sample size
average case
training data