High-accuracy sampling from constrained spaces with the Metropolis-adjusted Preconditioned Langevin Algorithm

Vishwak Srinivasan, Andre Wibisono, Ashia Wilson

In this work, we propose a first-order sampling method called the Metropolis-adjusted Preconditioned Langevin Algorithm for approximate sampling from a target distribution whose su…