Data AUDIT: Identifying Attribute Utility- and Detectability-Induced Bias in Task Models.
Mitchell PavlakNathan DrenkowNicholas PetrickMohammad Mehdi FarhangiMathias UnberathPublished in: MICCAI (3) (2023)
Keyphrases
- data sets
- raw data
- prior knowledge
- high quality
- data sources
- attribute values
- data quality
- original data
- image data
- data collection
- image quality
- accurate models
- historical data
- synthetic data
- data mining techniques
- small number
- probabilistic model
- databases
- missing data
- data points
- data model
- data analysis
- complex data
- incomplete data
- search engine
- empirical data