Articles with "robust statistics" as a keyword



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Anomaly detection by robust statistics

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Published in 2018 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"

DOI: 10.1002/widm.1236

Abstract: Real data often contain anomalous cases, also known as outliers. These may spoil the resulting analysis but they may also contain valuable information. In either case, the ability to detect such anomalies is essential. A… read more here.

Keywords: detection; robust statistics; anomaly detection; analysis ... See more keywords
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Technical perspective: Robust statistics tackle new problems

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Published in 2021 at "Communications of the ACM"

DOI: 10.1145/3453937

Abstract: turns out to be possible to construct this separation oracle without knowing the quantity itself. This particular technique has not been as widely employed as the filtering algorithm, but is spiritually related to later ideas… read more here.

Keywords: statistics tackle; robust statistics; technical perspective; new problems ... See more keywords