Complexity bounds for Markov chain Monte Carlo algorithms via diffusion limits.

Gareth O. Roberts Jeffrey S. Rosenthal

Published in: J. Appl. Probab. (2016)

Keyphrases

markov chain monte carlo
complexity bounds
computational complexity
worst case
machine learning
genetic algorithm
reinforcement learning
maximum likelihood
generative model
bayesian inference