Functional Causal Bayesian Optimization.
Limor GultchinVirginia AgliettiAlexis BellotSilvia ChiappaPublished in: CoRR (2023)
Keyphrases
- bayesian networks
- optimization problems
- optimization methods
- data driven
- optimization algorithm
- optimization process
- global optimization
- causal models
- efficient optimization
- maximum likelihood
- real time
- combinatorial optimization
- causal discovery
- optimization strategies
- discrete optimization
- causal relationships
- bayesian inference
- optimization method
- probability distribution
- evolutionary algorithm
- database systems
- machine learning