Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending Regulation.
I. Elizabeth KumarKeegan E. HinesJohn P. DickersonPublished in: AIES (2022)
Keyphrases
- learning algorithm
- significant improvement
- data structure
- recently developed
- database
- orders of magnitude
- computationally efficient
- benchmark datasets
- face recognition
- support vector
- database systems
- computational cost
- optimization problems
- theoretical analysis
- image segmentation
- outlier detection
- times faster
- feature selection