23 citations · 64 across the 9 of their papers we have counts for
3 papers · 1 filter
Database Repairing with Soft Functional Dependencies
Nofar Carmeli, Martin Grohe, Benny Kimelfeld +2
A common interpretation of soft constraints penalizes the database for every violation of every constraint, where the penalty is the cost (weight) of the constraint. A computationa…
The Shapley Value of Inconsistency Measures for Functional Dependencies
Ester Livshits, Benny Kimelfeld
Quantifying the inconsistency of a database is motivated by various goals including reliability estimation for new datasets and progress indication in data cleaning. Another goal i…
Approximate Denial Constraints
Ester Livshits, Alireza Heidari, Ihab F. Ilyas +1
The problem of mining integrity constraints from data has been extensively studied over the past two decades for commonly used types of constraints including the classic Functional…