Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent.
Shuheng ShenLinli XuJingchang LiuXianfeng LiangYifei ChengPublished in: CoRR (2019)
Keyphrases
- stochastic gradient descent
- least squares
- loss function
- early stopping
- matrix factorization
- step size
- svm training
- random forests
- multiple kernel learning
- regularization parameter
- weight vector
- online algorithms
- support vector machine
- machine learning
- importance sampling
- linear svm
- machine learning algorithms
- small number