Robust Federated Learning with Parameter Classification and Weighted Aggregation Against Noisy Labels.
Qun LiCongying DuanSiguang ChenPublished in: GLOBECOM (2023)
Keyphrases
- supervised learning
- learning process
- learning systems
- image classification
- learning algorithm
- selective sampling
- learning phase
- online learning
- training set
- feature selection
- incremental learning
- class labels
- decision trees
- unsupervised learning
- active learning
- classification accuracy
- prior knowledge
- discriminative methods
- machine learning
- discriminative learning
- k nearest neighbour
- feature space
- parameter tuning
- feature vectors
- digital libraries
- machine learning algorithms
- training samples
- model selection
- feature extraction
- reinforcement learning
- pattern recognition