Expected Shapley-Like Scores of Boolean Functions: Complexity and Applications to Probabilistic Databases
Summary: Adapts Shapley-like scores to probabilistic databases; shows PTIME interreducibility with expected Boolean function values. PTIME algorithm for deterministic decomposable circuits; ProvSQL implements it, proving practicality on provenance tasks. (summarized by gpt-5-nano on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Pratik Karmakar (CNRS@CREATE Ltd; National University of Singapore)
- 2. Mikaël Monet (Centre National de la Recherche Scientifique; INRIA; Université de Lille)
- 3. Pierre Senellart (Centre National de la Recherche Scientifique; INRIA; Institut Universitaire de France; PSL University; École Normale Supérieure)
- 4. Stéphane Bressan (National University of Singapore)
BibTeX Citation
@inproceedings{karmakar_pods24,
address = {New York, NY, USA},
series = {{PODS} '24},
title = {{Expected Shapley-Like Scores of Boolean Functions: Complexity and Applications to Probabilistic Databases}},
url = {https://dl.acm.org/doi/10.1145/3651593},
doi = {10.1145/3651593},
booktitle = {Proceedings of the {ACM} {SIGMOD} Symposium on {Principles} of {Database} {Systems}},
publisher = {Association for Computing Machinery},
author = {Karmakar, Pratik and Monet, Mikaël and Senellart, Pierre and Bressan, Stéphane},
year = {2024}
}
Incoming Citations (Sorted by Pagerank)
Showing 6 of 6 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 8,688 | Advancing Fact Attribution for Query Answering: Aggregate Queries and Novel Algorithms | 2025 | VLDB | 5.3847009e-05 |
| 9,541 | Shapley Value Estimation Based on Differential Matrix | 2025 | SIGMOD | 5.2528121e-05 |
| 9,809 | Shapley Revisited: Tractable Responsibility Measures for Query Answers | 2025 | PODS | 5.214913e-05 |
| 10,183 | Tractability Frontiers of the Shapley Value for Aggregate Conjunctive Queries | 2026 | PODS | 5.093636e-05 |
| 10,198 | ASSS: Adaptive Stratified Sampling for Shapley-like Values | 2026 | SIGMOD | 5.093636e-05 |
| 10,796 | Understanding the Black Box: A Deep Empirical Dive into Shapley Value Approximations for Tabular Data | 2025 | SIGMOD | 5.093636e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 1,965 | ProvSQL: Provenance and Probability Management in PostgreSQL | 2018 | VLDB | 9.3852716e-05 |
| 2,424 | Computing the Shapley Value of Facts in Query Answering | 2022 | SIGMOD | 8.6009068e-05 |
| 2,670 | The Impact of Negation on the Complexity of the Shapley Value in Conjunctive Queries | 2020 | PODS | 8.2737143e-05 |
| 3,918 | From Shapley Value to Model Counting and Back | 2024 | PODS | 7.0181891e-05 |
| 5,657 | When is Shapley Value Computation a Matter of Counting? | 2024 | PODS | 6.1313425e-05 |
| 5,660 | Banzhaf Values for Facts in Query Answering | 2024 | SIGMOD | 6.1305635e-05 |
| 7,430 | Solving a Special Case of the Intensional vs Extensional Conjecture in Probabilistic Databases | 2020 | PODS | 5.6200093e-05 |
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 4,136 | Approximating Predicates and Expressive Queries on Probabilistic Databases | 2008 | PODS |
| 2 | 5,657 | When is Shapley Value Computation a Matter of Counting? | 2024 | PODS |
| 3 | 50 | Efficient Query Evaluation on Probabilistic Databases | 2004 | VLDB |
| 4 | 4,301 | Read-Once Functions and Query Evaluation in Probabilistic Databases | 2010 | VLDB |
| 5 | 7,706 | Conjunctive Queries on Probabilistic Graphs: Combined Complexity | 2017 | PODS |
| 6 | 9,809 | Shapley Revisited: Tractable Responsibility Measures for Query Answers | 2025 | PODS |
| 7 | 2,670 | The Impact of Negation on the Complexity of the Shapley Value in Conjunctive Queries | 2020 | PODS |
| 8 | 10,183 | Tractability Frontiers of the Shapley Value for Aggregate Conjunctive Queries | 2026 | PODS |
| 9 | 3,918 | From Shapley Value to Model Counting and Back | 2024 | PODS |
| 10 | 2,424 | Computing the Shapley Value of Facts in Query Answering | 2022 | SIGMOD |