Approximation-Aware Bayesian Optimization.
Natalie MausKyurae KimGeoff PleissDavid ErikssonJohn P. CunninghamJacob R. GardnerPublished in: CoRR (2024)
Keyphrases
- monte carlo sampling
- optimization algorithm
- optimization problems
- efficient optimization
- discrete optimization
- efficient computation
- optimization process
- approximation methods
- approximation error
- constrained optimization
- optimization method
- maximum likelihood
- evolutionary algorithm
- bayesian networks
- approximation algorithms
- bayesian estimation
- global optimization
- closed form
- approximation ratio