Faster On-Device Training Using New Federated Momentum Algorithm.
Zhouyuan HuoQian YangBin GuLawrence CarinHeng HuangPublished in: CoRR (2020)
Keyphrases
- preprocessing
- worst case
- times faster
- dynamic programming
- highly efficient
- machine learning
- computational complexity
- significant improvement
- cost function
- detection algorithm
- optimization algorithm
- computational cost
- expectation maximization
- maximum likelihood
- high accuracy
- convergence rate
- improved algorithm
- memory efficient
- simulated annealing
- experimental evaluation
- learning algorithm
- linear programming
- input data
- probabilistic model
- computationally efficient
- np hard
- ant colony optimization
- k means
- lower bound
- recognition algorithm
- objective function
- training data
- training process