FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation.
Haokun ChenAhmed FrikhaDenis KrompassVolker TrespPublished in: CoRR (2022)
Keyphrases
- feature hierarchies
- prior knowledge
- learning algorithm
- learning process
- feature construction
- reinforcement learning
- learning systems
- co occurrence
- machine learning
- feature representations
- feature representation
- learning models
- learning tasks
- supervised learning
- active learning
- feature vectors
- multiscale
- training data
- neural network
- object detection
- data sources
- feature set
- unsupervised learning
- feature space
- feature extraction