Quantum Markov chain Monte Carlo(s)

I discuss how one can use quantum circuits to accelerate multiproposal MCMC and point to promising avenues of future research, including quantum HMC, quantum-accelerated nonreversible MCMC and quantum-accelerated locally-balanced MCMC.