Fairpriori: Improving Biased Subgroup Discovery for Deep Neural Network Fairness.
Kacy ZhouJiawen WenNan YangDong YuanQinghua LuHuaming ChenPublished in: CoRR (2024)
Keyphrases
- subgroup discovery
- neural network
- contrast set mining
- pattern mining
- rule learning
- exceptional model mining
- rule discovery
- pattern discovery
- interesting patterns
- artificial neural networks
- data mining tasks
- numerical attributes
- genetic algorithm
- databases
- data mining
- actionable knowledge
- fraud detection
- iterative process
- numeric attributes
- k nearest neighbor
- active learning
- classification rules
- frequent patterns