Anytime Stochastic Gradient Descent: A Time to Hear from all the Workers.
Nuwan S. FerdinandStark C. DraperPublished in: Allerton (2018)
Keyphrases
- stochastic gradient descent
- least squares
- loss function
- matrix factorization
- step size
- random forests
- weight vector
- support vector machine
- multiple kernel learning
- regularization parameter
- online algorithms
- importance sampling
- support vector
- convergence rate
- logistic regression
- text categorization
- online learning
- collaborative filtering
- cost function
- pairwise
- image processing