Stochastic gradient descent on GPUs.
Rashid KaleemSreepathi PaiKeshav PingaliPublished in: GPGPU@PPoPP (2015)
Keyphrases
- stochastic gradient descent
- loss function
- least squares
- matrix factorization
- step size
- random forests
- multiple kernel learning
- support vector machine
- importance sampling
- weight vector
- online algorithms
- pairwise
- regularization parameter
- collaborative filtering
- monte carlo
- ensemble methods
- learning rate
- machine learning
- graphical models
- decision trees