Recovering from Biased Data: Can Fairness Constraints Improve Accuracy?
Avrim BlumKevin StanglPublished in: FORC (2020)
Keyphrases
- data sets
- database
- original data
- high quality
- raw data
- high accuracy
- data reduction
- data quality
- synthetic data
- statistical analysis
- data collection
- input data
- data points
- knowledge discovery
- prior knowledge
- high dimensional
- neural network
- data analysis
- training data
- data structure
- databases
- complex data
- spectral clustering
- spatial data
- sensor data
- missing data
- high dimensional data
- computer systems
- data sources