Enhancing Federated Learning Robustness Through Clustering Non-IID Features.
Yanli LiAbubakar Sadiq SaniDong YuanWei BaoPublished in: ACCV (Workshops) (2022)
Keyphrases
- learning systems
- unsupervised learning
- learning algorithm
- clustering algorithm
- feature extraction
- reinforcement learning
- feature vectors
- prior knowledge
- online learning
- supervised learning
- co occurrence
- feature hierarchies
- learning tasks
- information theoretic
- active learning
- k means
- neural network
- data sets
- image features
- generative model
- data points
- low level
- self organizing maps
- mobile learning
- data clustering
- spectral clustering
- learning models
- learned models
- selecting features