Optimal Counterfactual Search in Tree Ensembles: A Study Across Modeling and Solution Paradigms

ArXi:2605.06561v1 Announce Type: new Trust in counterfactual explanations depends critically on whether their recommended changes are truly minimal: suboptimal explanations may vastly overshoot the actual changes needed to alter a decision, and heuristic errors can affect individuals unevenly, giving some users relevant re