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cs.LG2025
When is the Computation of a Feature Attribution Method Tractable?
P. Barceló, R. Cominetti, M. Morgado
Feature attribution methods have become essential for explaining machine learning models. Many popular approaches, such as SHAP and Banzhaf values, are grounded in power indices fr…
cs.LG2021★ 15 cited
Graph Neural Networks with Local Graph Parameters
Pablo Barceló, Floris Geerts, Juan Reutter +1
Various recent proposals increase the distinguishing power of Graph Neural Networks GNNs by propagating features between -tuples of vertices. The distinguishing power of these "…