Multivariate Gaussianization for Data Processing
Multivariate Gaussianization for Data Processing
Multivariate Gaussianization for Data Processing
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Intro Iterative <strong>Gaussianization</strong> Experiments ConclusionsConclusions & Further workConclusions1 A framework <strong>for</strong> multidimensional <strong>Gaussianization</strong> presented:General: any orthogonal trans<strong>for</strong>m can be plugged inConvergence studiedInvertible and differentiable2 Useful <strong>for</strong> large scale real problems:ClassificationTarget detectionDensity estimationSynthesisSaliencyMulti-in<strong>for</strong>mation estimation
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