Asynchronous Stochastic Gradient Descent with Delay Compensation.
Shuxin ZhengQi MengTaifeng WangWei ChenNenghai YuZhiming MaTie-Yan LiuPublished in: ICML (2017)
Keyphrases
- stochastic gradient descent
- least squares
- loss function
- matrix factorization
- step size
- random forests
- support vector machine
- online algorithms
- weight vector
- regularization parameter
- importance sampling
- multiple kernel learning
- logistic regression
- pairwise
- convergence rate
- learning algorithm
- convergence speed
- markov chain
- online learning
- supervised learning
- wavelet transform
- cost function
- recommender systems
- feature extraction