Fast Convergence Algorithm for Analog Federated Learning.
Shuhao XiaJingyang ZhuYuhan YangYong ZhouYuanming ShiWei ChenPublished in: CoRR (2020)
Keyphrases
- learning algorithm
- cost function
- times faster
- search space
- dynamic programming
- computational complexity
- experimental evaluation
- online learning
- learning phase
- iterative algorithms
- worst case
- preprocessing
- matching algorithm
- detection algorithm
- convergence rate
- incremental learning
- high accuracy
- supervised learning
- k means
- learning process
- convergence property
- weight update
- stochastic approximation
- search algorithm
- learning speed
- convergence proof
- learning tasks
- optimization algorithm
- expectation maximization
- simulated annealing
- computational cost
- np hard
- evolutionary algorithm
- artificial neural networks
- training data
- decision trees