A statistical framework for fair predictive algorithms.
Kristian LumJames E. JohndrowPublished in: CoRR (2016)
Keyphrases
- recently developed
- data driven
- statistics and machine learning
- benchmark datasets
- main contribution
- data structure
- learning algorithm
- data sets
- fusion framework
- data mining
- times faster
- computationally expensive
- computational efficiency
- machine learning algorithms
- lightweight
- database
- significant improvement
- statistical analysis
- machine learning
- theoretical framework
- optimization problems
- worst case
- computational cost
- data streams
- image processing