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Scheduled Restart Momentum for Accelerated Stochastic Gradient Descent.
Bao Wang
Tan M. Nguyen
Tao Sun
Andrea L. Bertozzi
Richard G. Baraniuk
Stanley J. Osher
Published in:
SIAM J. Imaging Sci. (2022)
Keyphrases
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stochastic gradient descent
least squares
learning rate
weight vector
matrix factorization
step size
loss function
random forests
support vector machine
multiple kernel learning
cost function
importance sampling
regularization parameter
online algorithms
supervised learning
machine learning
learning algorithm