On the Impossibility of Non-trivial Accuracy in Presence of Fairness Constraints.
Carlos PinzónCatuscia PalamidessiPablo PiantanidaFrank ValenciaPublished in: AAAI (2022)
Keyphrases
- high accuracy
- hard constraints
- constraint programming
- error rate
- soft constraints
- precision and recall
- computational efficiency
- prediction accuracy
- computational cost
- computational complexity
- search algorithm
- co occurrence
- classification accuracy
- real time
- constraint satisfaction
- information systems
- global constraints
- mixed integer
- search engine
- data sets