DENOUNCER: Detection of Unfairness in Classifiers.
Jinyang LiYuval MoskovitchH. V. JagadishPublished in: Proc. VLDB Endow. (2021)
Keyphrases
- false positives
- decision trees
- automatic detection
- anomaly detection
- detection algorithm
- support vector machine classifier
- support vector
- object detection
- classifier combination
- detection rate
- boosted classifiers
- detection accuracy
- false alarms
- classification algorithm
- machine learning algorithms
- detection method
- training data
- svm classifier
- training examples
- naive bayes
- classification systems
- training samples
- multiple classifiers
- discriminative classifiers
- concept detection
- computer vision