Removing biased data to improve fairness and accuracy.
Sahil VermaMichael D. ErnstRené JustPublished in: CoRR (2021)
Keyphrases
- data sets
- high quality
- data analysis
- data collection
- data quality
- application domains
- knowledge discovery
- error rate
- statistical analysis
- data structure
- original data
- data mining techniques
- experimental data
- image data
- database
- test data
- synthetic data
- small number
- multimedia data
- complex data
- data reduction
- high accuracy
- data points
- probability distribution
- classification accuracy
- data sources
- computational cost
- website
- search engine
- real time