2 papers
cs.DB2025
ProvSQL: A General System for Keeping Track of the Provenance and Probability of Data
Aryak Sen, Silviu Maniu, Pierre Senellart
We present the data model, design choices, and performance of ProvSQL, a general and easy-to-deploy provenance tracking and probabilistic database system implemented as a PostgreSQ…
cs.DB2024
Expected Shapley-Like Scores of Boolean Functions: Complexity and Applications to Probabilistic Databases
Pratik Karmakar, Mikaël Monet, Pierre Senellart +1
Shapley values, originating in game theory and increasingly prominent in explainable AI, have been proposed to assess the contribution of facts in query answering over databases, a…