TL;DR通过结合种群基 Monte Carlo 方法来提高时间片C与均值场极限下的整体演变效率,我们提出了一个基于模型的 Annealed Importance Sampling (AIS) 的集成版本。
Abstract
Sampling from a multimodal distribution is a fundamental and challenging problem in computational science and statistics. Among various approaches proposed for this task, one popular method is annealed importance sampli