Uncertainty Quantification for Bayesian Optimization.

Rui Tuo Wenjia Wang

Published in: AISTATS (2022)

Keyphrases

decision theory
optimization algorithm
dempster shafer
robust optimization
global optimization
bayesian inference

optimization methods
discrete optimization
optimization process
optimization problems
inherent uncertainty

maximum likelihood
belief functions
efficient optimization
decision making
real time

bayesian decision
bayesian estimation
optimization model
image segmentation
information retrieval