Rapid Mixing of Stereographic MCMC for Heavy-Tailed Sampling

Federica Milinanni, Tyler Farghly, Jun Yang

Sampling from high-dimensional, heavy-tailed distributions is a fundamental challenge in computational statistics, as many standard Markov chain Monte Carlo (MCMC) methods mix poor…