Gaussian Mixture Target Distributions
收藏arXiv2025-09-30 收录
下载链接：
https://github.com/MingzhouFan97/PGPS
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资源简介：
该数据集包含了用于评估所提出PGPS方法在模式寻找和权重估计能力方面的高斯混合目标分布。此外，数据集还包括了不同的高斯分布，以便将PGPS方法与LD、SVGD和PFG等基准测试方法进行比较。该数据集的任务涉及贝叶斯推理和模式发现。
This dataset contains Gaussian mixture target distributions designed to evaluate the pattern-seeking and weight-estimation capabilities of the proposed PGPS method. Additionally, the dataset includes various Gaussian distributions to facilitate comparisons between the PGPS method and baseline benchmark methods such as LD, SVGD, and PFG. The tasks covered by this dataset involve Bayesian inference and pattern discovery.
