Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem.
Yuki AsadaVictor FuApurva GandhiAdvitya GemawatLihao ZhangDong HeVivek GuptaEhi NosakhareDalitso BandaRathijit SenMatteo InterlandiPublished in: CoRR (2022)
Keyphrases
- machine learning
- databases
- knowledge discovery
- relational databases
- machine learning algorithms
- database
- data model
- higher order
- decision trees
- database systems
- pattern recognition
- computer vision
- artificial intelligence
- high order
- database applications
- learning systems
- knowledge representation
- active learning
- explanation based learning
- computational biology
- inductive logic programming
- kernel methods
- neural network
- machine learning methods
- learning algorithm
- knowledge acquisition
- feature selection
- natural language
- model selection
- learning tasks
- dimensionality reduction
- expert systems
- data sources
- knowledge discovery in databases