Asynchronous stochastic gradient descent for DNN training.

Shanshan Zhang Ce Zhang Zhao You Rong Zheng Bo Xu

Published in: ICASSP (2013)

Keyphrases

stochastic gradient descent
least squares
early stopping
loss function
step size

matrix factorization
training process
support vector machine
random forests
multiple kernel learning

weight vector
regularization parameter
importance sampling
online algorithms
small number

upper bound
learning algorithm
linear svm
training data
feature extraction