Semi-Supervised Federated Learning with non-IID Data: Algorithm and System Design.
Zhe ZhangShiyao MaJiangtian NieYi WuQiang YanXiaoke XuDusit NiyatoPublished in: CoRR (2021)
Keyphrases
- learning algorithm
- input data
- data sets
- semi supervised
- learned models
- training data
- prior knowledge
- data analysis
- preprocessing
- learning process
- supervised learning
- data points
- incremental learning
- np hard
- detection algorithm
- learning phase
- k means
- computational complexity
- similarity measure
- noisy data
- distance metric
- background knowledge
- reinforcement learning
- probabilistic model
- active learning
- objective function
- segmentation algorithm
- unlabeled data
- clustering method
- labeled data
- data distribution
- bayesian networks
- spectral clustering
- probability distribution
- synthetic datasets