Improving Out-of-Distribution Robustness of Classifiers via Generative Interpolation.
Haoyue BaiCeyuan YangYinghao XuS.-H. Gary ChanBolei ZhouPublished in: CoRR (2023)
Keyphrases
- decision trees
- support vector
- feature selection
- naive bayes
- training examples
- generative model
- data driven
- training data
- test set
- machine learning methods
- spatial distribution
- supervised classification
- classification systems
- class membership
- probability distribution
- training set
- linear interpolation
- linear classifiers
- training and testing data
- multi class
- input pattern
- image interpolation
- classification algorithm
- class labels
- learning algorithm
- feature set
- semi supervised