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Accelerating Stochastic Gradient Descent for Least Squares Regression.
Prateek Jain
Sham M. Kakade
Rahul Kidambi
Praneeth Netrapalli
Aaron Sidford
Published in:
COLT (2018)
Keyphrases
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stochastic gradient descent
least squares
loss function
step size
matrix factorization
random forests
weight vector
support vector machine
regularization parameter
multiple kernel learning
online algorithms
importance sampling
monte carlo
pairwise
convergence rate
image processing
similarity measure