When Fair Classification Meets Noisy Protected Attributes.
Avijit GhoshPablo KvitcaChristo WilsonPublished in: AIES (2023)
Keyphrases
- pattern recognition
- classification algorithm
- classification systems
- decision trees
- pattern classification
- automatic classification
- benchmark datasets
- text classification
- classification accuracy
- classification scheme
- preprocessing
- support vector machine svm
- machine learning algorithms
- feature extraction
- classification method
- irrelevant attributes
- unsupervised learning
- incomplete data
- classification models
- attribute selection
- cost sensitive
- data mining
- supervised learning
- nearest neighbor
- support vector machine
- hidden markov models
- training set
- feature space
- feature selection