Utilizing Network Structure to Bound the Convergence Rate in Markov Chain Monte Carlo Algorithms.

Ahmad Askarian Rupei Xu András Faragó

Published in: CoRR (2018)

Keyphrases

convergence rate
network structure
markov chain monte carlo
worst case
social networks
learning rate
parameter estimation
markov chain
learning algorithm
lower bound
higher order
model selection
complex networks
approximate inference