2 papers
cs.LO2024
A minimal base or a direct base? That is the question!
Jaume Baixeries, Amedeo Napoli
In this paper we revisit the problem of computing the closure of a set of attributes given a basis of dependencies or implications. This problem is of main interest in logics, in t…
cs.CV2022
Clarity: an improved gradient method for producing quality visual counterfactual explanations
Claire Theobald, Frédéric Pennerath, Brieuc Conan-Guez +2
Visual counterfactual explanations identify modifications to an image that would change the prediction of a classifier. We propose a set of techniques based on generative models (V…