Looping in the Human: Collaborative and Explainable Bayesian Optimization.
Masaki AdachiBrady PlandenDavid A. HoweyMichael A. OsborneSebastian OrbellNatalia AresKrikamol MuandetSiu Lun ChauPublished in: AISTATS (2024)
Keyphrases
- optimization process
- optimization problems
- global optimization
- optimization method
- optimization algorithm
- human interaction
- human behavior
- discrete optimization
- efficient optimization
- maximum likelihood
- human centric
- bayesian networks
- bayesian analysis
- optimization methods
- database
- constrained optimization
- geographically dispersed
- collaborative environment
- bayesian estimation
- human beings
- turn taking
- gaussian processes
- multi user
- computer supported collaborative learning
- posterior probability
- search algorithm
- decision trees
- social networks
- information retrieval
- data sets