Peter M. VanNostrand

Peter M. VanNostrand

PhD Student in Data Science at Worcester Polytechnic Institute

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

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

Published in Reproducibility Reports of the 2024 International Conference on Management of Data, 2025

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 exam- ple data, comprehensive scripts, and plotting functions that allowed near-identical reconstruction of all of the paper’s figures..


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Recommended citation: Peter M. VanNostrand, Konstantinos Kanellis, Wan Shen Lim, and Donghyun Sohn. 2024. Reproducibility Report for ACM SIGMOD 2024 Paper: 'FACET: Robust Counterfactual Explanation Analytics'. In Reproducibility Reports of the 2024 International Conference on Management of Data (SIGMOD ARI Reports ’24). https://doi.org/10.1145/3687998.3717053