ExtremeHunter is a sequential allocation algorithm that minimizes extreme regret relative to an oracle selecting the heaviest-tailed source.
A Classification Framework for Anomaly Detec- tion.Journal of Machine Learning Research, 6:211–232, 2005
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ExtremeHunter is a sequential allocation algorithm that minimizes extreme regret relative to an oracle selecting the heaviest-tailed source.