Local Data Debiasing for Fairness Based on Generative Adversarial Training.
Ulrich AïvodjiFrançois BidetSébastien GambsRosin Claude NgueveuAlain TappPublished in: Algorithms (2021)
Keyphrases
- data sets
- small number
- training data
- database
- training samples
- high quality
- data structure
- data processing
- high dimensional data
- computer systems
- data collection
- input data
- data mining techniques
- spatial data
- image data
- end users
- data sources
- original data
- training set
- data analysis
- noisy data
- experimental data
- test data
- missing data
- complex data
- generative model
- text mining
- knowledge discovery
- active learning
- prior knowledge
- machine learning
- neural network