An Overview of Fairness in Data - Illuminating the Bias in Data Pipeline.
Senthil Kumar BAravindan ChandraboseBharathi Raja ChakravarthiPublished in: LT-EDI@EACL (2021)
Keyphrases
- data sets
- training data
- data processing
- raw data
- image data
- prior knowledge
- high quality
- real time
- synthetic data
- computer systems
- data analysis
- end users
- complex data
- database
- multimedia data
- test data
- statistical analysis
- data collection
- data structure
- data sources
- genetic algorithm
- machine learning
- spatial data
- data acquisition
- data mining techniques
- statistical methods
- data points
- original data
- data objects
- data mining methods