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On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants.
Sashank J. Reddi
Ahmed Hefny
Suvrit Sra
Barnabás Póczos
Alexander J. Smola
Published in:
NIPS (2015)
Keyphrases
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variance reduction
stochastic gradient descent
importance sampling
monte carlo
least squares
loss function
sample size
step size
matrix factorization
markov chain
kalman filter
approximate inference
support vector machine
random forests
particle filter
weight vector
particle filtering
visual tracking
active learning