Optimized HyMD in Desbordante discovers matching dependencies >40× faster on average (up to 170×) via focused sampling, faster generalization checks, and denser LHS representation.
Inclusion dependency discovery: An experimental evaluation of thirteen algorithms,
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Lightning Fast Matching Dependency Discovery with Desbordante
Optimized HyMD in Desbordante discovers matching dependencies >40× faster on average (up to 170×) via focused sampling, faster generalization checks, and denser LHS representation.