Certifying the Fairness of KNN in the Presence of Dataset Bias.
Yannan LiJingbo WangChao WangPublished in: CAV (2) (2023)
Keyphrases
- knn
- k nearest neighbor
- k nearest
- nearest neighbor
- knn algorithm
- k nearest neighbour
- similarity search
- distance function
- text categorization
- classification algorithm
- classification method
- support vector machine svm
- test instances
- support vector machine
- knn classifier
- feature selection
- knn classification
- nearest neighbour
- high dimensional data
- range queries
- text classification