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Etiqueta: "Stuart, Andrew" (1)

Large Graph Limits of Learning Algorithms
Large Graph Limits of Learning Algorithms
matemàtiquesAnglès5 set. 2017506Many problems in machine learning require the classification of high dimensional data. One methodology to approach such problems is to construct a graph whose vertices are identified with data points, with edges weighted according to some measure of affinity between the data points. Algorithms such as spectral clustering, probit classification and the Bayesian level set method can all be ...
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