Learning Only When It Matters: Cost-Aware Long-Tailed Classification.
Yu-Cheng HeYao-Xiang DingHan-Jia YeZhi-Hua ZhouPublished in: AAAI (2024)
Keyphrases
- learning algorithm
- incremental learning
- supervised learning
- pattern classification
- learning process
- multi category
- neural network
- dictionary learning
- feature vectors
- prior knowledge
- pattern recognition
- learning phase
- decision trees
- unsupervised learning
- support vector machine svm
- class labels
- learning tasks
- support vector
- feature extraction
- statistical learning
- feature selection
- classification scheme
- training process
- machine learning methods
- learning systems
- knowledge acquisition
- online learning
- classification accuracy