Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair Models.
Brittany JohnsonJesse BartolaRico AngellKatherine KeithSam WittyStephen J. GiguereYuriy BrunPublished in: CoRR (2020)
Keyphrases
- accurate models
- data sets
- database
- high energy physics
- prior knowledge
- experimental data
- data analysis
- statistical methods
- original data
- image data
- training data
- training examples
- historical data
- small number
- synthetic data
- data processing
- knowledge discovery
- data mining
- earth science
- data structure
- learned models
- neural network
- high quality
- spatial data
- sensor data
- training samples
- data collection
- data points
- probabilistic model
- data sources