Bayesian Optimization Augmented with Actively Elicited Expert Knowledge.
Daolang HuangLouis FilstroffPetrus MikkolaRunkai ZhengSamuel KaskiPublished in: CoRR (2022)
Keyphrases
- expert knowledge
- bayesian networks
- expert systems
- domain knowledge
- knowledge engineering
- knowledge elicitation
- fuzzy logic
- domain experts
- knowledge base
- prior knowledge
- real time
- global optimization
- optimization algorithm
- bayesian analysis
- machine learning
- bayesian decision
- active learning
- combinatorial optimization
- knowledge acquisition
- maximum likelihood
- optimization methods
- optimization model
- efficient optimization
- learning process
- search algorithm
- monte carlo sampling
- reinforcement learning