Ground(less) Truth: A Causal Framework for Proxy Labels in Human-Algorithm Decision-Making.
Luke GuerdanAmanda CostonZhiwei Steven WuKenneth HolsteinPublished in: CoRR (2023)
Keyphrases
- optimization algorithm
- dynamic programming
- probabilistic model
- cost function
- detection algorithm
- np hard
- decision making
- bayesian framework
- theoretical analysis
- expectation maximization
- computational cost
- learning algorithm
- multi objective
- k means
- worst case
- search space
- preprocessing
- segmentation algorithm
- optimal solution
- objective function
- experimental evaluation
- simulated annealing
- matching algorithm
- classification algorithm
- foraging theory
- distance metric
- decision makers
- fuzzy logic
- evolutionary algorithm
- significant improvement