Leva: Boosting Machine Learning Performance with Relational Embedding Data Augmentation.
Zixuan ZhaoRaul Castro FernandezPublished in: SIGMOD Conference (2022)
Keyphrases
- machine learning
- data sets
- missing data
- database
- data analysis
- data points
- data distribution
- background knowledge
- data collection
- data processing
- raw data
- synthetic data
- high dimensional data
- training samples
- computer systems
- knowledge discovery
- high quality
- learning algorithm
- data mining
- data mining techniques
- image data
- data structure
- original data
- inductive logic programming