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Counting Problems over Incomplete Databases

Summary: Dichotomy for self-join-free CQs: classify poly-time vs #P-hard for two counting tasks over finite-domain incomplete DBs—counting completions vs counting valuations of labeled nulls. Counting completions is typically much harder (sometimes beyond #P and inapproximable); counting valuations lies in #P and admits an FPRAS; Codd-tables and equal-null domains lower complexity. (summarized by gpt-5-mini on Feb 09 2026)

Paper ID
1787
Venue
PODS
Year
2020
Pagerank
4.5483999e-05
Overall Rank
8,261 | 42.54%
DOI
10.1145/3375395.3387656

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6,683 Probabilistic Databases for All 2020 PODS 4.9638979e-05
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