Fair Balance: Mitigating Machine Learning Bias Against Multiple Protected Attributes With Data Balancing.
Zhe YuPublished in: CoRR (2021)
Keyphrases
- machine learning
- data sets
- data collection
- data analysis
- database
- input data
- training data
- statistical methods
- data quality
- spatial data
- data sources
- high quality
- data records
- data protection
- experimental data
- numerical data
- sensor data
- attribute values
- statistical analysis
- small number
- knowledge discovery
- high dimensional
- computer vision
- semi supervised learning
- synthetic data
- data processing
- image data
- raw data
- decision trees
- neural network