Make Workers Work Harder: Decoupled Asynchronous Proximal Stochastic Gradient Descent.
Yitan LiLinli XuXiaowei ZhongQing LingPublished in: CoRR (2016)
Keyphrases
- stochastic gradient descent
- least squares
- step size
- loss function
- matrix factorization
- random forests
- support vector machine
- multiple kernel learning
- np hard
- weight vector
- online algorithms
- importance sampling
- regularization parameter
- support vector
- convergence speed
- random forest
- bayesian framework
- wavelet coefficients
- image restoration
- evolutionary algorithm