math.ST, stat.ME, stat.ML, stat.TH

Fast and Efficient Parallel Sampling Using Higher Order Langevin Dynamics

arXiv:2510.18242v2 Announce Type: replace-cross
Abstract: We study parallel sampling from high-dimensional strongly log-concave distributions. Langevin-based samplers converge rapidly in continuous time, but their discretizations are typically sequent…