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Robust Higher Order Statistics Max Welling School of Information and Computer Science University of California Irvine Irvine CA USA wellingics

uciedu Abstract Sample estimates of moments and cumulants are known to be unstable in the presence of outliers This problem is especially severe for higher order statistics like kurtosis which are used in algo rithms for independent components analys

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Robust Higher Order Statistics Max Welling School of Information and Computer Science University of California Irvine Irvine CA USA wellingics






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