AutoBalance: Optimized Loss Functions for Imbalanced Data.
Mingchen LiXuechen ZhangChristos ThrampoulidisJiasi ChenSamet OymakPublished in: NeurIPS (2021)
Keyphrases
- loss function
- imbalanced data
- pairwise
- support vector
- support vector machine
- linear regression
- logistic regression
- class distribution
- ensemble methods
- base learners
- classification models
- random forest
- feature selection
- learning models
- class imbalance
- sampling methods
- minority class
- machine learning
- svm classifier
- cost sensitive
- ensemble learning