NMF和PLSI:等价和混合算法

Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval Pub Date : 2006-08-06 DOI:10.1145/1148170.1148295

C. Ding, Tao Li, Wei Peng

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引用次数: 24

摘要

在本文中，我们证明了PLSI和NMF优化相同的目标函数，尽管PLSI和NMF是不同的算法，并通过实验验证。此外，我们还提出了一种新的混合方法，即交替运行PLSI和NMF以获得更好的解决方案。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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NMF and PLSI: equivalence and a hybrid algorithm

In this paper, we show that PLSI and NMF optimize the same objective function, although PLSI and NMF are different algorithms as verified by experiments. In addition, we also propose a new hybrid method that runs PLSI and NMF alternatively to achieve better solutions.

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Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval

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