An Element-Wise Weights Aggregation Method for Federated Learning.
Yi HuHanchi RenChen HuJingjing DengXianghua XiePublished in: CoRR (2024)
Keyphrases
- learning algorithm
- pairwise
- computational complexity
- high accuracy
- experimental evaluation
- reinforcement learning
- clustering method
- learning scheme
- significant improvement
- high precision
- synthetic data
- theoretical analysis
- unsupervised learning
- online learning
- support vector machine svm
- support vector machine
- computational cost
- learning tasks
- neural nets
- weighting scheme
- learning mechanism
- weight vector
- neural network
- weighted average
- linear combination
- text classification
- edge detection
- classification accuracy
- dynamic programming
- active learning
- learning process
- image retrieval
- preprocessing
- similarity measure
- image sequences
- machine learning