Offline Contextual Bayesian Optimization.
Ian CharYoungseog ChungWillie NeiswangerKirthevasan KandasamyOak NelsonMark D. BoyerEgemen KolemenPublished in: NeurIPS (2019)
Keyphrases
- efficient optimization
- optimization problems
- context sensitive
- optimization algorithm
- monte carlo sampling
- optimization strategies
- bayesian estimation
- optimization methods
- contextual information
- maximum likelihood
- joint optimization
- global optimization
- artificial intelligence
- bayesian learning
- optimization process
- information systems
- database
- databases
- data mining
- gaussian processes
- probability distribution
- knowledge base
- combinatorial optimization
- image sequences
- multi objective
- data driven