Local Bayesian optimization via maximizing probability of descent.

Quan Nguyen Kaiwen Wu Jacob R. Gardner Roman Garnett

Published in: NeurIPS (2022)

Keyphrases

posterior probability
optimization algorithm
optimization problems
data driven
probability distribution
maximum likelihood
optimization method
global optimization
efficient optimization
monte carlo sampling
decision trees
constrained optimization
optimal design
bayesian estimation