Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes.

Panagiotis Petsagkourakis Benoît Chachuat Ehecatl Antonio del Rio-Chanona

Published in: CoRR (2021)

Keyphrases

gaussian processes
gaussian process
gaussian process regression
multi task learning
covariance function
multi task
preference learning
gaussian process models
hyperparameters
relevance vector machine
multi class
model selection
learning tasks