Incorporating expert prior in Bayesian optimisation via space warping.

Anil Ramachandran Sunil Gupta Santu Rana Cheng Li Svetha Venkatesh

Published in: Knowl. Based Syst. (2020)

Keyphrases

search space
prior distribution
low dimensional
bayesian inference
bayesian decision
prior knowledge

space time
expert knowledge
human experts
prior probabilities
bayesian model
bayesian learning

higher dimensional
posterior distribution
posterior probability
prior information
data sets
maximum likelihood

search algorithm
video sequences
bayesian networks
machine learning
neural network