Explaining Inference Queries with Bayesian Optimization.
Brandon LockhartJinglin PengWeiyuan WuJiannan WangEugene WuPublished in: CoRR (2021)
Keyphrases
- bayesian inference
- bayesian networks
- query processing
- query language
- query evaluation
- statistical inference
- user queries
- optimization strategies
- global optimization
- database
- bayesian model
- response time
- optimization process
- optimization method
- search queries
- efficient optimization
- probabilistic inference
- complex queries
- belief networks
- query logs
- range queries
- optimization algorithm
- retrieval systems
- gaussian processes
- query formulation
- bayesian learning
- optimization problems
- probabilistic model
- data sources
- databases