Anytime Exploitation of Stragglers in Synchronous Stochastic Gradient Descent.

Nuwan S. Ferdinand Benjamin Gharachorloo Stark C. Draper

Published in: ICMLA (2017)

Keyphrases

stochastic gradient descent
least squares
matrix factorization
loss function
step size
random forests
support vector machine
support vector
regularization parameter
weight vector
multiple kernel learning
online algorithms
similarity measure
optical flow
importance sampling