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[转][译]一种度量准则:推土机距离Earth Mover's Distance(EMD)

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以下内容为罗方炜译:

Earth mover’s distance

In computer science, the earth mover’s distance (EMD) is a measure of the distance between two probability distributions over a region D. In mathematics, this is known as the Wasserstein metric. Informally, if the distributions are interpreted as two different ways of piling up a certain amount of dirt over the region D, the EMD is the minimum cost of turning one pile into the other; where the cost is assumed to be amount of dirt moved times the distance by which it is moved [1].In




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