Large-scale support vector regression with budgeted stochastic gradient descent.
Zongxia XieYingda LiPublished in: Int. J. Mach. Learn. Cybern. (2019)
Keyphrases
- support vector regression
- stochastic gradient descent
- online algorithms
- support vector machine
- loss function
- support vector
- least squares
- matrix factorization
- support vector machine svm
- regression model
- step size
- multi class
- kernel function
- regularization parameter
- online learning
- random forests
- learning algorithm
- feature space
- multiscale
- multiple kernel learning
- cross validation
- worst case