Sequential multiple importance sampling for multi-modal Bayesian inference

doi:10.1016/j.ymssp.2025.113788

2026-01-12

PRE

Binbin Li

Xiao He

Zihan Liao *

DOI：10.1016/j.ymssp.2025.113788

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摘要

En 中文

• 提出一种新的提议分布形式，连接先验分布和后验分布。 • 提议分布是根据样本按顺序且自适应地确定的。 • 提议分布有助于更轻松地在孤立模式之间进行转换。 • 提高高维和多模态贝叶斯推断的精度。 • 与两种先进算法在基准测试和模型更新方面进行比较。

期刊

Mechanical Systems and Signal Processing

IF:

8.9

论文数:

1.3W

被引数:

6.6W

机构

Zhejiang University

学者数:

1.5W

论文数: 5.2K

被引数: 17.8W

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