Nearest Reversible Markov Chains with Sparsity Constraints: An Optimization Approach

Stefano Cipolla, Fabio Durastante, Miryam Gnazzo +1

Reversibility is a key property of Markov chains, central to algorithms such as Metropolis-Hastings and other MCMC methods. Yet many applications yield non-reversible chains, motiv…