Towards Unbiased Training in Federated Open-world Semi-supervised Learning.
Jie ZhangXiaosong MaSong GuoWenchao XuPublished in: CoRR (2023)
Keyphrases
- semi supervised learning
- open world
- supervised learning
- unlabeled data
- labeled data
- semi supervised
- labeled training data
- number of labeled examples
- active learning
- incomplete information
- training examples
- closed world
- unsupervised learning
- machine learning
- manifold regularization
- semi supervised classification
- training data
- training set
- co training
- graph based semi supervised learning
- query answering
- labeled and unlabeled data
- labeled instances
- model selection
- supervised methods
- object recognition
- learning tasks
- data exchange
- feature selection
- training samples
- learning algorithm
- information retrieval