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Variance Reduction in Stochastic Gradient Langevin Dynamics.
Kumar Avinava Dubey
Sashank J. Reddi
Sinead A. Williamson
Barnabás Póczos
Alexander J. Smola
Eric P. Xing
Published in:
NIPS (2016)
Keyphrases
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stochastic gradient
variance reduction
monte carlo
sample size
stochastic gradient descent
nearest neighbor classifier
importance sampling
step size
confidence intervals
bayesian networks
probabilistic model
nearest neighbor
naive bayes classifier