Lezhi Tan

Accelerate Langevin Sampling with Birth-Death Process and Exploration Component

2023 · arXiv (Cornell University)

Sampling a probability distribution with known likelihood is a fundamental task in computational science and engineering. Aiming at multimodality, we propose a new sampling method that takes advantage of both birth-death process and exploration component. …