Minimax AUC Fairness: Efficient Algorithm with Provable Convergence.
Zhenhuan YangYan Lok KoKush R. VarshneyYiming YingPublished in: CoRR (2022)
Keyphrases
- worst case
- learning algorithm
- dynamic programming
- detection algorithm
- particle swarm optimization
- computational complexity
- cost function
- k means
- single pass
- matching algorithm
- computationally efficient
- search space
- np hard
- preprocessing
- high efficiency
- faster convergence
- linear programming
- optimization algorithm
- expectation maximization
- neural network
- high accuracy
- decision trees
- recognition algorithm
- pruning strategy
- convergence property