Bayesian optimization with partially specified queries.
Shogo HayashiJunya HondaHisashi KashimaPublished in: Mach. Learn. (2022)
Keyphrases
- query processing
- response time
- query language
- efficient processing
- constrained optimization
- database queries
- optimization problems
- optimization algorithm
- optimization method
- bayesian inference
- optimization process
- database
- web search engines
- posterior distribution
- optimization methods
- query evaluation
- range queries
- maximum likelihood
- data sources
- aggregate queries
- query logs
- inverted index
- query formulation
- query plan
- execution plan
- monte carlo sampling
- statistical databases
- complex queries
- search queries
- query optimization
- data streams
- objective function
- bayesian networks
- information retrieval