Improved Worst-Group Robustness via Classifier Retraining on Independent Splits.
Thien Hang NguyenHongyang R. ZhangHuy Le NguyenPublished in: CoRR (2022)
Keyphrases
- training data
- support vector machine
- classifier systems
- feature selection
- classification method
- classification algorithm
- learning algorithm
- classification scheme
- class labels
- feature set
- training set
- decision trees
- neural network
- image classification
- training examples
- svm classifier
- supervised learning
- computational efficiency
- decision boundary
- bayesian classifier
- nearest neighbor classifier
- multiple classifiers
- dependent features