RSCFed: Random Sampling Consensus Federated Semi-supervised Learning.
Xiaoxiao LiangYiqun LinHuazhu FuLei ZhuXiaomeng LiPublished in: CoRR (2022)
Keyphrases
- random sampling
- semi supervised learning
- active learning
- semi supervised
- unlabeled data
- labeled data
- sampling algorithm
- supervised learning
- manifold regularization
- sample size
- unsupervised learning
- machine learning
- co training
- graph based semi supervised learning
- semi supervised classification
- labeled examples
- learning problems
- learning models
- transfer learning
- training data
- random projections
- label propagation
- cluster ensemble
- cost sensitive
- sliding window
- lower bound
- object recognition
- upper bound
- decision trees
- labeled and unlabeled data
- data sets