Failing Our Youngest: On the Biases, Pitfalls, and Risks in a Decision Support Algorithm Used for Child Protection.
Therese MoreauRoberta SinatraVedran SekaraPublished in: FAccT (2024)
Keyphrases
- decision support
- computational cost
- learning algorithm
- computational complexity
- significant improvement
- optimization algorithm
- improved algorithm
- matching algorithm
- detection algorithm
- simulated annealing
- high accuracy
- dynamic programming
- similarity measure
- worst case
- np hard
- times faster
- computationally efficient
- experimental evaluation
- theoretical analysis
- databases
- recognition algorithm
- metadata
- tree structure
- clustering method
- optimal solution
- search space
- linear programming
- probabilistic model