Reproducibility Report for ACM SIGMOD 2024 Paper: 'FACET: Robust Counterfactual Explanation Analytics'

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Peter M. VanNostrand, Konstantinos Kanellis, Wan Shen Lim, Donghyun Sohn

Published: 21 Mar 2025, Last Modified: 05 May 2026CrossrefEveryoneRevisionsCC BY-SA 4.0
Abstract: We are able to faithfully reproduce the original paper's findings as well as the key results reported in its experimental section (i.e., explanation quality, speed, robustness). The authors provided example data, comprehensive scripts, and plotting functions that allowed near-identical reconstruction of all of the paper's figures.