Heterogeneity in Algorithm-Assisted Decision-Making: A Case Study in Child Abuse Hotline Screening.
Lingwei ChengAlexandra ChouldechovaPublished in: CoRR (2022)
Keyphrases
- decision making
- optimization algorithm
- learning algorithm
- significant improvement
- detection algorithm
- theoretical analysis
- dynamic programming
- experimental evaluation
- computational cost
- improved algorithm
- computational complexity
- optimal solution
- preprocessing
- cost function
- estimation algorithm
- single pass
- np hard
- multi objective
- computationally efficient
- input data
- segmentation algorithm
- high accuracy
- worst case
- experimental study
- matching algorithm
- path planning
- selection algorithm
- probabilistic model