Human-Algorithm Collaboration: Achieving Complementarity and Avoiding Unfairness.
Kate DonahueAlexandra ChouldechovaKrishnaram KenthapadiPublished in: FAccT (2022)
Keyphrases
- detection algorithm
- optimization algorithm
- computational complexity
- significant improvement
- improved algorithm
- learning algorithm
- decision trees
- preprocessing
- expectation maximization
- high accuracy
- computational cost
- worst case
- matching algorithm
- theoretical analysis
- neural network
- dynamic programming
- cost function
- k means
- optimal solution
- objective function
- input data
- particle swarm optimization
- computationally efficient
- experimental study
- classification algorithm
- genetic algorithm
- path planning
- selection algorithm
- machine learning