Fair Classification Under Strict Unawareness.
Haoyu WangHengtong ZhangYaqing WangJing GaoPublished in: SDM (2021)
Keyphrases
- classification accuracy
- correct classification
- pattern recognition
- classification process
- decision trees
- image classification
- text classification
- supervised classification
- classification scheme
- automatic classification
- pattern classification
- classification method
- training samples
- feature vectors
- training set
- support vector
- feature selection
- feature space
- image processing
- decision rules
- classification algorithm
- classification models
- machine learning
- computer vision
- classification systems
- classification rate
- case study
- cost sensitive
- multiscale
- machine learning methods
- cross validation
- class labels
- support vector machine svm
- data sets
- support vector machine
- pairwise
- hidden markov models