Automatic and Precise Data Validation for Machine Learning.
Shreya ShankarLabib FawazKarl GyllstromAditya G. ParameswaranPublished in: CIKM (2023)
Keyphrases
- machine learning
- data structure
- data sets
- data collection
- historical data
- statistical analysis
- database
- knowledge discovery
- data analysis
- data processing
- spatial data
- data distribution
- missing data
- statistical methods
- complex data
- image data
- big data
- natural language processing
- input data
- data quality
- computer systems
- high dimensional data
- data sources
- explanation based learning
- machine learning algorithms
- original data
- raw data
- information retrieval
- experimental data
- attribute values
- synthetic data
- high dimensional
- computer vision
- high quality
- small number
- knowledge representation
- end users
- active learning