Fast Convergence Algorithm for Analog Federated Learning.
Shuhao XiaJingyang ZhuYuhan YangYong ZhouYuanming ShiWei ChenPublished in: ICC (2021)
Keyphrases
- learning algorithm
- experimental evaluation
- high accuracy
- convergence rate
- times faster
- computational cost
- computational complexity
- weight update
- incremental learning
- preprocessing
- learning speed
- learning phase
- learning rules
- detection algorithm
- theoretical analysis
- k means
- cost function
- reinforcement learning
- objective function
- learning process
- faster convergence
- np hard
- dynamic programming
- similarity measure
- optimization algorithm
- mobile robot
- online learning
- worst case
- segmentation algorithm
- image sequences
- linear programming
- learned models
- simulated annealing
- neural network