Batched Large-scale Bayesian Optimization in High-dimensional Spaces.

Zi Wang Clement Gehring Pushmeet Kohli Stefanie Jegelka

Published in: CoRR (2017)

Keyphrases

small scale
optimization problems
optimization algorithm
data sets
real world
bayesian networks
efficient optimization
posterior distribution
constrained optimization
evolution strategy
evolutionary algorithm
cost function
maximum likelihood
global optimization
posterior probability
joint optimization