Data Cards: Purposeful and Transparent Dataset Documentation for Responsible AI.
Mahima PushkarnaAndrew ZaldivarOddur KjartanssonPublished in: FAccT (2022)
Keyphrases
- data sets
- raw data
- sensor data
- data processing
- data quality
- data analysis
- image data
- high quality
- data sources
- database
- data collection
- statistical analysis
- complex data
- noisy data
- original data
- artificial intelligence
- ai systems
- neural network
- machine learning
- data distribution
- experimental data
- spatial data
- labeled data
- input data
- probability distribution
- end users
- expert systems