IS-ASGD: Accelerating Asynchronous SGD using Importance Sampling.

Fei Wang Xiaofeng Gao Jun Ye Guihai Chen

Published in: ICPP (2018)

Keyphrases

importance sampling
stochastic gradient descent
monte carlo
kalman filter
markov chain
particle filtering
particle filter
approximate inference
rare events
posterior distribution
markov chain monte carlo
object tracking
genetic algorithm
computer vision
state space
graphical models