Statistical Guarantees for Fairness Aware Plug-In Algorithms.
Drona KhuranaSrinivasan RavichandranSparsh JainNarayanan Unny EdakunniPublished in: CoRR (2021)
Keyphrases
- optimization problems
- orders of magnitude
- graph theory
- computer vision
- significant improvement
- np hard
- data driven
- computationally efficient
- information theoretic
- statistical information
- real time
- recently developed
- times faster
- machine learning algorithms
- theoretical analysis
- computational cost
- evolutionary algorithm
- learning algorithm
- databases