Stochastic modified equations for the asynchronous stochastic gradient descent.
Jing AnJianfeng LuLexing YingPublished in: CoRR (2018)
Keyphrases
- stochastic gradient descent
- matrix factorization
- least squares
- loss function
- step size
- random forests
- weight vector
- regularization parameter
- multiple kernel learning
- support vector machine
- cost function
- monte carlo
- machine learning
- knn
- support vector
- random forest
- small number
- pairwise
- importance sampling
- linear svm
- training data