On the impossibility of non-trivial accuracy under fairness constraints.
Carlos PinzónCatuscia PalamidessiPablo PiantanidaFrank ValenciaPublished in: CoRR (2021)
Keyphrases
- error rate
- prediction accuracy
- computational efficiency
- computational cost
- classification accuracy
- high accuracy
- feature selection
- constraint satisfaction
- improved accuracy
- linear constraints
- precision and recall
- high precision
- hard constraints
- constrained optimization
- highly accurate
- correlation coefficient
- resource allocation
- relational databases
- computational complexity
- search algorithm