Active Learning for ML Enhanced Database Systems.
Lin MaBailu DingSudipto DasAdith SwaminathanPublished in: SIGMOD Conference (2020)
Keyphrases
- active learning
- database systems
- maximum likelihood
- database
- learning strategies
- relational database systems
- databases
- query optimization
- data model
- database technology
- database applications
- database management systems
- supervised learning
- semi supervised
- data management
- query processing
- query execution
- multilevel secure
- data types
- experimental design
- labeled data
- training examples
- index structure
- selective sampling
- pool based active learning
- random sampling
- imbalanced data classification
- concurrency control
- database design
- case study
- data sets
- distributed database systems
- relational databases
- learning environment
- decision trees
- neural network