Improving the Validity of Decision Trees as Explanations. - Jiri Nemecek 002; Tomás Pevný; Jakub Marecek (CoRR, 2023)

Piecewise Polynomial Regression of Tame Functions via Integer Programming. - Gilles Bareilles; Johannes Aspman; Jiri Nemecek 002; Jakub Marecek (CoRR, 2023)

Generating Likely Counterfactuals Using Sum-Product Networks. - Jiri Nemecek 002; Tomás Pevný; Jakub Marecek (ICLR, 2025)

Bias Detection via Maximum Subgroup Discrepancy. - Jiri Nemecek 002; Mark Kozdoba; Illia Kryvoviaz; Tomás Pevný; Jakub Marecek (CoRR, 2025)

Plausible Counterfactual Explanations of Recommendations. - Jakub Cerný; Jiri Nemecek 002; Ivan Dovica; Jakub Marecek (CoRR, 2025)