PICKLES: Covariance-Preconditioned Kinetic Langevin Ensemble Sampler

Hong Ye Tan, Stanley Osher, Yifan Chen

We propose a covariance-preconditioned kinetic Langevin ensemble sampler named PICKLES. This is a kinetic analogue of the affine invariant interacting Langevin dynamics (ALDI). PIC…