RSCFed: Random Sampling Consensus Federated Semi-supervised Learning.
Xiaoxiao LiangYiqun LinHuazhu FuLei ZhuXiaomeng LiPublished in: CVPR (2022)
Keyphrases
- random sampling
- semi supervised learning
- active learning
- semi supervised
- labeled data
- unlabeled data
- sampling algorithm
- supervised learning
- sample size
- unsupervised learning
- machine learning
- semi supervised classification
- label propagation
- learning problems
- manifold regularization
- sliding window
- training data
- training examples
- learning models
- co training
- random projections
- labeled examples
- transfer learning
- least squares
- learning process
- labeled and unlabeled data
- learning algorithm
- generative model
- maximum likelihood
- training set
- lower bound