Fairea: a model behaviour mutation approach to benchmarking bias mitigation methods.
Max HortJie M. ZhangFederica SarroMark HarmanPublished in: ESEC/SIGSOFT FSE (2021)
Keyphrases
- high level
- probabilistic model
- formal model
- management system
- theoretical framework
- experimental data
- linear models
- linear model
- mathematical models
- qualitative and quantitative
- statistical methods
- statistical models
- statistical model
- computational model
- theoretical analysis
- cost function
- preprocessing
- face recognition
- hybrid method
- genetic algorithm