FewRS is a new resampling procedure for data mining significance testing that uses a novel supremum-deviation bound to achieve rigorous false-discovery guarantees with orders-of-magnitude fewer resamples than prior methods.
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Few-Shot Resampling for Scalable Statistically-Sound Data Mining
FewRS is a new resampling procedure for data mining significance testing that uses a novel supremum-deviation bound to achieve rigorous false-discovery guarantees with orders-of-magnitude fewer resamples than prior methods.