AOPT-FL: A Communication-Efficient Federated Learning Method with Clusterd and Sparsification.
Danlei ZhangGeming XiaYuxuan LiuPublished in: ICA3PP (7) (2023)
Keyphrases
- prior knowledge
- learning algorithm
- high accuracy
- experimental evaluation
- pairwise
- computationally efficient
- unsupervised learning
- classification accuracy
- online learning
- feature set
- learning scheme
- learning tasks
- high precision
- classification method
- clustering method
- cost function
- significant improvement
- decision trees
- learning process
- preprocessing
- machine learning
- edge detection
- reinforcement learning
- input data
- fuzzy logic
- dynamic programming
- detection method
- synthetic data
- learning systems
- highly efficient
- objective function