Who's Responsible? Jointly Quantifying the Contribution of the Learning Algorithm and Data.
Gal YonaAmirata GhorbaniJames ZouPublished in: AIES (2021)
Keyphrases
- learning algorithm
- raw data
- training data
- synthetic data
- database
- data structure
- data analysis
- data collection
- data processing
- training examples
- statistical analysis
- experimental data
- data distribution
- original data
- complex data
- application domains
- sensor data
- machine learning algorithms
- data sets
- probability distribution
- data sources
- labeled data
- supervised learning
- image data
- data mining algorithms
- knowledge discovery
- prior knowledge
- data mining
- data quality
- databases
- learning models