On the Effects of Heterogeneous Errors on Multi-fidelity Bayesian Optimization.
Zahra Zanjani FoumaniAmin YousefpourMehdi ShishehborRamin BostanabadPublished in: CoRR (2023)
Keyphrases
- optimization algorithm
- global optimization
- optimization problems
- monte carlo sampling
- data driven
- optimization model
- machine learning
- case study
- multi objective
- database
- gaussian processes
- optimization method
- residual errors
- efficient optimization
- failure modes
- bi level
- heterogeneous data
- multi source
- database systems
- databases
- data sets
- real time