Causal Modeling-Based Discrimination Discovery and Removal: Criteria, Bounds, and Algorithms.
Lu ZhangYongkai WuXintao WuPublished in: IEEE Trans. Knowl. Data Eng. (2019)
Keyphrases
- orders of magnitude
- worst case
- upper and lower bounds
- data structure
- computational complexity
- graph theory
- computational cost
- computational efficiency
- genetic algorithm
- evaluation criteria
- times faster
- database
- computationally efficient
- theoretical analysis
- optimization problems
- pac bayesian
- data mining algorithms
- benchmark datasets
- knowledge discovery
- lower bound
- feature selection
- data mining
- neural network