Anytime Stochastic Gradient Descent: A Time to Hear from all the Workers.
Nuwan S. FerdinandStark C. DraperPublished in: CoRR (2018)
Keyphrases
- stochastic gradient descent
- least squares
- matrix factorization
- loss function
- step size
- random forests
- weight vector
- support vector machine
- regularization parameter
- online algorithms
- logistic regression
- collaborative filtering
- cost function
- decision trees
- learning algorithm
- multiple kernel learning
- pairwise
- lower bound