FRAug: Tackling Federated Learning with Non-IID Features via Representation Augmentation.
Haokun ChenAhmed FrikhaDenis KrompassJindong GuVolker TrespPublished in: ICCV (2023)
Keyphrases
- feature hierarchies
- learning algorithm
- learning process
- active learning
- prior knowledge
- reinforcement learning
- learning tasks
- machine learning
- learning models
- visual representation
- co occurrence
- online learning
- feature representation
- learning problems
- learning systems
- representation scheme
- supervised learning
- low level
- feature space
- feature construction
- dynamic bayesian networks
- unsupervised learning
- inductive inference
- learning scenarios
- face recognition
- classification accuracy
- object recognition
- feature extraction