Multi-Differential Fairness Auditor for Black Box Classifiers.
Xavier GitiauxHuzefa RangwalaPublished in: CoRR (2019)
Keyphrases
- black box
- black boxes
- white box
- integration testing
- training data
- state transition
- rule extraction
- test set
- test cases
- support vector
- white box testing
- hybrid systems
- resource allocation
- machine learning algorithms
- naive bayes
- training set
- svm classifier
- classification algorithm
- training samples
- feature set
- relational databases
- learning algorithm
- data sets
- database