Variance Reduction in SGD by Distributed Importance Sampling.

Guillaume Alain Alex Lamb Chinnadhurai Sankar Aaron C. Courville Yoshua Bengio

Published in: CoRR (2015)

Keyphrases

variance reduction
importance sampling
monte carlo
kalman filter
markov chain
approximate inference
distributed systems
particle filter
particle filtering
markov chain monte carlo
sample size
decision trees
image sequences
lower bound
naive bayes classifier