Disparate Interactions: An Algorithm-in-the-Loop Analysis of Fairness in Risk Assessments.
Ben GreenYiling ChenPublished in: FAT (2019)
Keyphrases
- detection algorithm
- cost function
- convergence rate
- preprocessing
- single pass
- times faster
- np hard
- experimental evaluation
- computational cost
- optimal solution
- improved algorithm
- optimization algorithm
- dynamic programming
- computational complexity
- probabilistic model
- worst case
- input data
- particle swarm optimization
- significant improvement
- path planning
- search space
- convex hull
- recognition algorithm
- search algorithm
- learning algorithm