Collaborative Intelligence Orchestration: Inconsistency-Based Fusion of Semi-Supervised Learning and Active Learning.
Jiannan GuoYangyang KangYu DuanXiaozhong LiuSiliang TangWenqiao ZhangKun KuangChanglong SunFei WuPublished in: KDD (2022)
Keyphrases
- semi supervised learning
- active learning
- semi supervised
- labeled data
- unlabeled data
- supervised learning
- manifold regularization
- transfer learning
- machine learning
- learning algorithm
- learning problems
- label propagation
- labeled examples
- unlabeled examples
- semi supervised learning algorithms
- random sampling
- unsupervised learning
- graph based semi supervised learning
- semi supervised classification
- learning models
- training examples
- training set
- co training
- learning process
- labeled and unlabeled data
- training data
- multiple instance learning
- pairwise constraints
- graph construction
- data sets