Learning to Re-weight Examples with Optimal Transport for Imbalanced Classification.
Dandan GuoZhuo LiMeixi ZhengHe ZhaoMingyuan ZhouHongyuan ZhaPublished in: CoRR (2022)
Keyphrases
- supervised learning
- incremental learning
- unsupervised learning
- learning process
- learning algorithm
- learning problems
- learning tasks
- online learning
- decision trees
- reinforcement learning
- classification method
- classification accuracy
- machine learning
- discriminative learning
- text classification
- pattern recognition
- support vector
- optimal solution
- imbalanced data sets
- learning models
- feature extraction
- learning systems
- svm classifier
- decision rules
- machine learning methods
- dynamic programming
- training data
- benchmark datasets
- classification models
- machine learning algorithms
- positive examples
- learning phase
- induction algorithms
- data sets
- prior knowledge