Rethinking Semi-Supervised Federated Learning: How to co-train fully-labeled and fully-unlabeled client imaging data.
Pramit SahaDivyanshu MishraJ. Alison NoblePublished in: CoRR (2023)
Keyphrases
- semi supervised
- labeled data
- partially labeled
- data sets
- data points
- prior knowledge
- data sources
- unlabeled data
- fully labeled
- labeled and unlabeled data
- active learning
- background knowledge
- semi supervised learning
- learning process
- supervised learning
- training data
- knowledge discovery
- training examples
- training samples
- text classification
- learning algorithm
- machine learning
- generative model
- multi view
- relational databases
- support vector
- learning problems
- learning models
- hidden variables
- reinforcement learning