Generalizing Transfer Bayesian Optimization to Source-Target Heterogeneity.
Alan Tan Wei MinAbhishek GuptaYew-Soon OngPublished in: IEEE Trans Autom. Sci. Eng. (2021)
Keyphrases
- global optimization
- optimization algorithm
- optimization method
- data driven
- constrained optimization
- previously learned
- maximum likelihood
- efficient optimization
- target domain
- bayesian estimation
- gaussian processes
- bayesian decision
- transfer knowledge
- source domain
- discrete optimization
- data sets
- optimization methods
- markov random field