Demonstration of Accelerating Machine Learning Inference Queries with Correlative Proxy Models.
Zhihui YangYicong HuangZuozhi WangFeng GaoYao LuChen LiX. Sean WangPublished in: Proc. VLDB Endow. (2022)
Keyphrases
- machine learning
- machine learning algorithms
- database
- statistical models
- probabilistic model
- bayesian networks
- decision trees
- knowledge base
- random fields
- text classification
- artificial intelligence
- machine learning methods
- machine learning models
- structured prediction
- dynamic bayesian networks
- statistical methods
- data driven approaches
- retrieval systems
- user queries
- model selection
- text mining
- query language
- natural language
- reinforcement learning
- data mining