概率分布的三叉,一瞥
Trivergence of Probability Distributions, at glance
摘要:
在本文中,我们介绍了直观的概念,三叉概率分布(TPD)。这个概念允许我们计算三个对象之间的相似性。对于这个计算,我们可以使用众所周知的概率发散的度量,如Kullback-Leibler和Jensen-Shannon。在信息检索任务中可以使用发散度量,如自动文本摘要、文本分类等。
英文摘要:
In this paper we introduce the intuitive notion of trivergence of probability distributions (TPD). This notion allow us to calculate the similarity among triplets of objects. For this computation, we can use the well known measures of probability divergences like Kullback-Leibler and Jensen-Shannon. Divergence measures may be used in Information Retrieval tasks as Automatic Text Summarization, Text Classification, among many others.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。