Batched Large-scale Bayesian Optimization in High-dimensional Spaces.
Zi WangClement GehringPushmeet KohliStefanie JegelkaPublished in: AISTATS (2018)
Keyphrases
- optimization algorithm
- small scale
- real life
- real world
- efficient optimization
- discrete optimization
- optimization process
- global optimization
- optimization problems
- data driven
- multiscale
- bayesian networks
- bayesian estimation
- databases
- prior knowledge
- posterior probability
- bayesian inference
- knowledge base
- constrained optimization
- bayesian methods
- bayesian learning
- joint optimization
- information retrieval
- optimization strategies