Does Data Repair Lead to Fair Models? Curating Contextually Fair Data To Reduce Model Bias.
Sharat AgarwalSumanyu MukuSaket AnandChetan AroraPublished in: WACV (2022)
Keyphrases
- experimental data
- image data
- data analysis
- empirical data
- input data
- accurate models
- original data
- data sets
- neural network
- synthetic data
- sensor data
- database
- probability distribution
- data sources
- end users
- statistical methods
- data structure
- historical data
- data mining
- prior knowledge
- statistical analysis
- data collection
- data points
- high quality
- data processing
- raw data
- training data
- prior information
- machine learning
- hidden variables
- databases
- learned models
- simulation data