V2EX factor node

Factor Node

释义 Definition(中文)

factor node(因子节点):在因子图(factor graph)或相关的概率图模型中,用来表示一个因子/势函数(factor/potential)的节点;它连接到若干变量节点,用于表达这些变量之间的约束关系联合概率如何分解

发音 Pronunciation(IPA)

/fktr nod/

例句 Examples

A factor node connects several variables in a factor graph.
因子节点在因子图中连接多个变量。

During inference, messages are passed between variable nodes and factor nodes to compute marginals efficiently.
在推断过程中,消息在变量节点与因子节点之间传递,以高效计算边缘概率。

词源 Etymology(中文)

factor 源自拉丁语 factor,意为“做事者、执行者”,在数学与概率语境中引申为“因子、乘积中的一项/函数项”;node 源自拉丁语 nodus,意为“结、节点”。合起来 factor node 指“表示因子(函数/约束)的节点”,常见于计算机科学与统计学的图模型表示法中。

相关词 Related Words

文学与著作中的用例 Literary Works(作品举例)

  • Probabilistic Graphical Models: Principles and Techniques(《概率图模型:原理与技术》) Daphne Koller, Nir Friedman
  • Information Theory, Inference, and Learning Algorithms(《信息论、推断与学习算法》) David J. C. MacKay
  • Pattern Recognition and Machine Learning(《模式识别与机器学习》) Christopher M. Bishop
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