Efficient federated learning algorithm using sparse ternary compression based on layer variation classification.
Yuanyuan LiuKexin ChenLu ZhuPublished in: Comput. Networks (2024)
Keyphrases
- learning algorithm
- classification algorithm
- machine learning
- supervised learning
- machine learning algorithms
- generalization ability
- nearest neighbour algorithm
- pattern classification
- machine learning methods
- classification method
- training data
- pattern recognition
- dictionary learning
- classification accuracy
- classification scheme
- image classification
- feature vectors
- feature selection
- multi layer
- feature extraction
- digital libraries
- training samples
- model selection
- image compression
- preprocessing
- active learning
- training set
- support vector
- decision trees
- automatic classification
- learning scheme
- restricted boltzmann machine
- support vector machine svm
- benchmark datasets
- back propagation
- sparse representation
- text classification