Accelerate Langevin Sampling with Birth-Death Process and Exploration Component

Lezhi Tan, Jianfeng Lu

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…