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 ConclusionsExperiment 3: One-class ClassificationOne-class classification TOY EXAMPLE Toy example GPCA vs SVDD<strong>Gaussianization</strong> andG-PCASVDD perfectly reject outliers SVDDBoth model the class of interest• PROBLEM WITH NO TARGET SAMPLES• PROBLEM WITH THE REPRESENTATIVITY OF NO TARGET SAMPLES