Automated Fairness Testing with Representative Sampling.
Umutcan KarakasAyse TosunPublished in: PROMISE (2023)
Keyphrases
- search based testing
- semi automated
- monte carlo
- sampling strategy
- test data
- computer assisted
- automated analysis
- data driven
- real time
- resource allocation
- sampled data
- fully automated
- statistical tests
- test data generation
- data sets
- machine learning
- sampling methods
- sampling rate
- artificial intelligence
- random sampling
- test set
- context sensitive
- database
- game theory
- bayesian networks
- test cases