AINeutralarXiv – CS AI · 18h ago5/10
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Frequency-based Constrained Sampling for Interval Patterns
Researchers introduce CFips, a sampling algorithm for efficiently exploring interval patterns under user-defined constraints. The approach preserves exact sampling guarantees while decomposing syntactic constraints into elementary predicates, enabling pattern mining tasks that previously exceeded computational time limits.