Data Validation for Machine Learning.
Eric BreckNeoklis PolyzotisSudip RoySteven WhangMartin ZinkevichPublished in: MLSys (2019)
Keyphrases
- machine learning
- data sets
- synthetic data
- statistical analysis
- data analysis
- high quality
- complex data
- original data
- knowledge discovery
- data points
- data structure
- artificial intelligence
- computer systems
- data collection
- input data
- computer vision
- database
- raw data
- training data
- data processing
- data mining techniques
- information extraction
- data sources
- xml documents
- knowledge acquisition
- high dimensional
- knowledge base
- search engine
- information retrieval
- missing data
- background knowledge
- knowledge representation
- data mining