SGDR: Stochastic Gradient Descent with Warm Restarts.

Ilya Loshchilov Frank Hutter

Published in: ICLR (Poster) (2017)

Keyphrases

stochastic gradient descent
loss function
least squares
matrix factorization
step size
random forests
regularization parameter
support vector machine
weight vector
multiple kernel learning
importance sampling
evolutionary algorithm
pairwise
support vector
e learning
online algorithms
feature extraction