A sociotechnical perspective for explicit unfairness mitigation techniques for algorithm fairness.
Nimisha SinghAmita KapoorNeha SoniPublished in: Int. J. Inf. Manag. Data Insights (2024)
Keyphrases
- preprocessing
- objective function
- improved algorithm
- matching algorithm
- experimental evaluation
- k means
- significant improvement
- theoretical analysis
- high accuracy
- worst case
- probabilistic model
- convex hull
- times faster
- experimental study
- detection algorithm
- optimization algorithm
- neural network
- computational cost
- np hard
- cost function
- optimal solution
- learning algorithm
- computationally efficient
- search space
- data streams
- path planning
- similarity measure
- recognition algorithm