How Biased is Your Feature?: Computing Fairness Influence Functions with Global Sensitivity Analysis.
Bishwamittra GhoshDebabrota BasuKuldeep S. MeelPublished in: CoRR (2022)
Keyphrases
- sensitivity analysis
- managerial insights
- variational inequalities
- influence diagrams
- image features
- high quality
- game theory
- basis functions
- factors influencing
- feature vectors
- feature extraction
- dynamic programming
- data sets
- viewpoint
- greedy algorithm
- objective function
- global information
- bayesian networks
- decision variables
- face recognition