For insert-only IVM of self-join-free conjunctive queries over semirings without additive inverses (natural, provenance, covariance, tropical), amortized constant update time plus constant delay holds iff the query is α-acyclic p-hierarchical.
Privacy, accuracy, and consistency too: A holistic solution to contingency table release
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A tight context-aware leakage bound for general linear queries is derived under a prior probability lower bound, proven strictly tighter than differential privacy and converging to it as the bound approaches zero.
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Context-aware Privacy Bounds for Linear Queries
A tight context-aware leakage bound for general linear queries is derived under a prior probability lower bound, proven strictly tighter than differential privacy and converging to it as the bound approaches zero.