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Differentiable Pattern Set Mining

Published in CISPA Helmholtz Center • Aug 14, 2021
NobleIDNI0P36W84R85S35
Authors:
Jonas Fischer
,
Jilles Vreeken

Abstract

Pattern set mining has been successful in discovering small sets of highly informative and useful patterns from data. To find good models, existing methods heuristically explore the twice-exponential search space over all possible pattern sets in a combinatorial way, by which they are limited to dat...

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