Explaining Inference Queries with Bayesian Optimization.
Brandon LockhartJinglin PengWeiyuan WuJiannan WangEugene WuPublished in: Proc. VLDB Endow. (2021)
Keyphrases
- bayesian inference
- bayesian networks
- query processing
- query language
- database
- bayesian model
- response time
- database queries
- optimization strategies
- optimization problems
- maximum likelihood
- optimization algorithm
- query evaluation
- global optimization
- data sources
- optimization process
- query formulation
- statistical inference
- query plan
- efficient processing
- complex queries
- efficient optimization
- belief networks
- latent variables
- range queries
- web search engines
- probabilistic model
- database systems