FairAdaBN: Mitigating unfairness with adaptive batch normalization and its application to dermatological disease classification.
Zikang XuShang ZhaoQuan QuanQingsong YaoS. Kevin ZhouPublished in: CoRR (2023)
Keyphrases
- machine learning
- classification accuracy
- classification scheme
- pattern recognition
- support vector machine svm
- decision trees
- classification process
- classification systems
- correct classification
- image classification
- automatic classification
- feature extraction
- classification models
- skin lesion
- classification algorithm
- training samples
- decision rules
- svm classifier
- text classification
- preprocessing
- support vector
- feature selection
- machine learning methods
- pattern classification
- supervised learning
- support vector machine
- feature vectors
- high dimensional