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Relative Entropy Gradient Sampler for Unnormalized Distribution
Journal of Computational and Graphical Statistics ( IF 1.4 ) Pub Date : 2024-04-09 , DOI: 10.1080/10618600.2024.2340523 Xingdong Feng 1 , Yuan Gao 2 , Jian Huang 2 , Yuling Jiao 3 , Xu Liu 4
Journal of Computational and Graphical Statistics ( IF 1.4 ) Pub Date : 2024-04-09 , DOI: 10.1080/10618600.2024.2340523 Xingdong Feng 1 , Yuan Gao 2 , Jian Huang 2 , Yuling Jiao 3 , Xu Liu 4
Affiliation
We propose a relative entropy gradient sampler (REGS) for sampling from unnormalized distributions. REGS is a particle method that seeks a sequence of simple nonlinear transforms iteratively pushin...
中文翻译:
非正态分布的相对熵梯度采样器
我们提出了一种相对熵梯度采样器(REGS),用于从非标准化分布中采样。 REGS 是一种粒子方法,它寻求一系列简单的非线性变换迭代推动......
更新日期:2024-04-10
中文翻译:
![](https://scdn.x-mol.com/jcss/images/paperTranslation.png)
非正态分布的相对熵梯度采样器
我们提出了一种相对熵梯度采样器(REGS),用于从非标准化分布中采样。 REGS 是一种粒子方法,它寻求一系列简单的非线性变换迭代推动......