机器学习之noisy or model

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文件名称：机器学习之noisy or model
文件大小：2.58MB
文件格式：ZIP
更新时间：2014-03-27 20:55:19
机器学习 noisy or model What is a Noisy-OR Model I am interested with the paper "Noisy-OR Component Analysis and its Application to Link Analysis" published by Tomas Singliar and Milos Hauskrecht on JMLR 7 (2006). A very preliminary prerequisite to understand this paper is to know the "noisy-or" model. However, it seems that noisy-or is an old topic and no much can be found via Google. Fortunately, I got a very brief description from an old paper "Possibility theory and the generalized Noisy OR model". Snapshotting the section on Noisy OR as an image as attached:

【文件预览】：
S4-Noisy Or Gate.pptx
New folder
----solving noisy optimization by qp.pdf(1.34MB)
----noisy or classifier.pdf(241KB)
----approximating noisy or by naiive bayes.pdf(524KB)
Possibility theory and the generalized Noisy OR model.pdf
noisy-or.png