When is Shapley Value Computation a Matter of Counting?
Summary: Connects Shapley value computation (SVC) to FGMC via reductions, clarifying when SVC hardness mirrors FGMC for fixed-query sub-databases. Establishes FP-#P dichotomies for constant-free unions of connected conjunctive queries and for connected, homomorphism-closed graph queries; also studies variants that disallow assumed facts or counting constants. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 5,959 | Expected Shapley-Like Scores of Boolean Functions: Complexity and Applications to Probabilistic Databases | 2024 | PODS | 5.2562342e-05 |
| 9,640 | Shapley Revisited: Tractable Responsibility Measures for Query Answers | 2025 | PODS | 4.3109001e-05 |
| 10,010 | Tractability Frontiers of the Shapley Value for Aggregate Conjunctive Queries | 2026 | PODS | 4.1945683e-05 |
| 10,392 | Shapley Value Estimation Based on Differential Matrix | 2025 | SIGMOD | 4.1945683e-05 |
| 10,524 | Understanding the Black Box: A Deep Empirical Dive into Shapley Value Approximations for Tabular Data | 2025 | SIGMOD | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 5 of 5 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 74 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB | 0.00057857292 |
| 2,868 | Computing the Shapley Value of Facts in Query Answering | 2022 | SIGMOD | 7.9816425e-05 |
| 3,027 | The Impact of Negation on the Complexity of the Shapley Value in Conjunctive Queries | 2020 | PODS | 7.6842412e-05 |
| 4,591 | From Shapley Value to Model Counting and Back | 2024 | PODS | 6.0619399e-05 |
| 7,539 | A Dichotomy for the Generalized Model Counting Problem for Unions of Conjunctive Queries | 2021 | PODS | 4.7166538e-05 |
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