A statistical approach to detect sensitive features in a group fairness setting.
Guilherme Dean PelegrinaMiguel CouceiroLeonardo Tomazeli DuartePublished in: CoRR (2023)
Keyphrases
- feature extraction
- feature set
- low level
- image features
- detection method
- spatial information
- statistical information
- feature detection
- detection algorithm
- group members
- data sets
- salient features
- gabor filters
- structural information
- false positives
- image classification
- co occurrence
- classification accuracy
- feature vectors
- multi agent systems
- training data