When Metropolis and Hastings Meet Bradley and Terry: Exact MCMC From Preference Voting

Ariel Smogorghevski, Nir Rosenfeld, Yaniv Romano

Sampling from distributions conditioned on desired semantic properties is an emerging challenge in modern generative modeling. Metropolis-Hastings (MH) provides a principled route…