Optimizing Machine Learning Inference Queries with Correlative Proxy Models.
Zhihui YangZuozhi WangYicong HuangYao LuChen LiX. Sean WangPublished in: CoRR (2022)
Keyphrases
- machine learning approaches
- machine learning
- machine learning methods
- machine learning models
- machine learning algorithms
- query processing
- information extraction
- response time
- knowledge acquisition
- efficient processing
- database
- graphical models
- model selection
- probabilistic model
- relational databases
- statistical methods
- query evaluation
- query logs
- learning models
- bayesian networks
- decision trees
- learning algorithm
- forecast models