Looping in the Human: Collaborative and Explainable Bayesian Optimization.
Masaki AdachiBrady PlandenDavid A. HoweyKrikamol MuandetMichael A. OsborneSiu Lun ChauPublished in: CoRR (2023)
Keyphrases
- optimization algorithm
- optimization process
- optimization method
- global optimization
- optimization problems
- collaborative learning
- human subjects
- optimization model
- artificial intelligence
- efficient optimization
- human centric
- bayesian learning
- decision theory
- gaussian processes
- human experts
- bayesian networks
- constrained optimization
- maximum entropy
- collaborative environment
- discrete optimization
- database
- bayesian analysis
- monte carlo sampling