Noisy Monte Carlo: Convergence of Markov chains with approximate transition kernels

P. Alquier, N. Friel, R. Everitt +1

Monte Carlo algorithms often aim to draw from a distribution $\pi$ by simulating a Markov chain with transition kernel $P$ such that $\pi$ is invariant under $P$. However, there are ma…