Federated Learning With Long-Tailed Data via Representation Unification and Classifier Rectification.
Wenke HuangYuxia LiuMang YeJun ChenBo DuPublished in: IEEE Trans. Inf. Forensics Secur. (2024)
Keyphrases
- data sets
- data collection
- learning algorithm
- training data
- database
- data processing
- data sources
- prior knowledge
- learning phase
- image data
- data analysis
- learning process
- data structure
- original data
- reinforcement learning
- supervised learning
- raw data
- learning tasks
- decision trees
- machine learning
- background knowledge
- spatial data
- data distribution
- neural network
- distributed data
- learning models
- online learning
- image classification
- probability distribution
- data model
- digital libraries
- feature space