Demographic Parity: Mitigating Biases in Real-World Data.
Orestis LoukasHo-Ryun ChungPublished in: CoRR (2023)
Keyphrases
- data sets
- real world
- data collection
- database
- complex data
- data processing
- data quality
- synthetic data
- training data
- data analysis
- data structure
- high quality
- application domains
- knowledge discovery
- small number
- sensor networks
- genetic algorithm
- original data
- multiple types
- machine learning
- raw data
- network structure
- data distribution
- data mining algorithms
- spatial data
- sensor data
- social networks
- cloud computing
- computer systems
- data mining techniques
- data points
- query processing