Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels.
Zixia JiaJunpeng LiShichuan ZhangAnji LiuZilong ZhengPublished in: ACL (1) (2024)
Keyphrases
- multi label
- reinforcement learning
- supervised learning
- class labels
- multi label classification
- learning tasks
- text categorization
- image classification
- multi label learning
- multiple labels
- graph cuts
- image annotation
- binary classification
- multi instance
- semi supervised learning
- learning problems
- unsupervised learning
- learning algorithm
- label space
- machine learning
- training data
- unlabeled data
- text classification
- label assignment
- hierarchical text categorization
- single label classification
- automatic image annotation
- protein function prediction
- multiple instance learning
- classification algorithm
- training examples
- labeled data
- active learning
- image understanding
- transfer learning
- training samples
- dimensionality reduction
- semi supervised
- knn
- high dimensional
- decision trees