STL-SGD: Speeding Up Local SGD with Stagewise Communication Period.
Shuheng ShenYifei ChengJingchang LiuLinli XuPublished in: CoRR (2020)
Keyphrases
- multi agent systems
- stochastic gradient descent
- loss function
- communication networks
- communication overhead
- information sharing
- step size
- communication systems
- information exchange
- learning algorithm
- feature selection
- support vector machine
- matrix factorization
- communication cost
- communication protocol
- svm solvers