Learning with noisy labels using collaborative sample selection and contrastive semi-supervised learning.
Qing MiaoXiaohe WuChao XuYanli JiWangmeng ZuoYiwen GuoZhaopeng MengPublished in: Knowl. Based Syst. (2024)
Keyphrases
- semi supervised learning
- supervised learning
- active learning
- learning problems
- unlabeled data
- unsupervised learning
- semi supervised
- labeled data
- labeled and unlabeled data
- co training
- learning algorithm
- label propagation
- sample selection
- multi view learning
- learning process
- learning models
- labeled instances
- partially labeled
- learning tasks
- machine learning
- training data
- reinforcement learning
- graph transduction
- unlabeled samples
- text categorization
- labeled examples
- prior knowledge
- multi instance learning
- graph based semi supervised learning
- weakly labeled data
- supervised learning tasks
- semi supervised classification
- kernel methods
- training examples
- text classification
- knn
- pairwise
- training set