Unbiased Smoothing using Particle Independent Metropolis-Hastings

Lawrece Middleton, George Deligiannidis, Arnaud Doucet, Pierre E. Jacob

Abstract: We consider the approximation of expectations with respect to the distribution of a latent Markov process given noisy measurements. This is known as the smoothing problem and is often approached wi...