1 citations · 1 across the 5 of their papers we have counts for
5 papers
Computational Complexity of Preferred Subset Repairs on Data-Graphs
Nina Pardal, Santiago Cifuentes, Edwin Pin +2
Preferences are a pivotal component in practical reasoning, especially in tasks that involve decision-making over different options or courses of action that could be pursued. In t…
The Distributional Uncertainty of the SHAP score in Explainable Machine Learning
Santiago Cifuentes, Leopoldo Bertossi, Nina Pardal +3
Attribution scores reflect how important the feature values in an input entity are for the output of a machine learning model. One of the most popular attribution scores is the SHA…
Data-graph repairs: the preferred approach
Sergio Abriola, Santiago Cifuentes, Nina Pardal +1
Repairing inconsistent knowledge bases is a task that has been assessed, with great advances over several decades, from within the knowledge representation and reasoning and the da…
Complexity of solving a system of difference constraints with variables restricted to a finite set
Santiago Cifuentes, Francisco J. Soulignac, Pablo Terlisky
Fishburn developed an algorithm to solve a system of difference constraints whose unknowns must take values from a set with real numbers [Solving a system of difference…
On the complexity of finding set repairs for data-graphs
Sergio Abriola, Santiago Cifuentes, María Vanina Martínez +2
In the deeply interconnected world we live in, pieces of information link domains all around us. As graph databases embrace effectively relationships among data and allow processin…