ARDA: Automatic Relational Data Augmentation for Machine Learning.
Nadiia ChepurkoRyan MarcusEmanuel ZgraggenRaul Castro FernandezTim KraskaDavid R. KargerPublished in: CoRR (2020)
Keyphrases
- relational data
- machine learning
- relational databases
- relational learning
- structured data
- relational classification
- xml documents
- relational clustering
- collective classification
- xml data
- learning problems
- machine learning methods
- databases
- multi type
- data mining
- relational structures
- relational information
- data objects
- stored in relational databases
- text classification
- information extraction
- natural language
- feature selection
- learning tasks
- transfer learning
- machine learning algorithms
- graph data
- active learning
- learning algorithm
- database