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Sep, 2017
离散连续混合模型的互信息估计
Estimating Mutual Information for Discrete-Continuous Mixtures
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Weihao Gao, Sreeram Kannan, Sewoong Oh, Pramod Viswanath
TL;DR
本文提出了一种新的,适用于离散-连续混合情况的相互信息估计器,并通过数值实验证明了该估计器的优越性。
Abstract
Estimating
mutual information
from observed samples is a basic primitive, useful in several
machine learning
tasks including correlation mining, information bottleneck clustering, learning a Chow-Liu tree, and co
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