Trusting Fair Data: Leveraging Quality in Fairness-Driven Data Removal Techniques.
Manh Khoi DuongStefan ConradPublished in: CoRR (2024)
Keyphrases
- data sets
- data analysis
- high quality
- information retrieval
- data collection
- training data
- end users
- statistical analysis
- historical data
- raw data
- database
- low quality
- data acquisition
- application domains
- sensor data
- synthetic data
- information sources
- image data
- knowledge discovery
- statistical methods
- databases
- social networks
- complex data
- data quality
- noisy data
- data objects
- original data
- website
- small number
- prior knowledge
- test data
- data points
- data mining algorithms
- high dimensional data