$Convex optimization for actionable \& plausible counterfactual explanations$

Convex optimization for actionable \& plausible counterfactual explanations

17 May 2021

Barbara Hammer

Papers citing "Convex optimization for actionable \& plausible counterfactual explanations"

5 / 5 papers shown

Title
Interpretable Event Diagnosis in Water Distribution Networks André Artelt Stelios G. Vrachimis Demetrios G. Eliades Ulrike Kuhl Barbara Hammer Marios M. Polycarpou 36 0 0 12 May 2025
Counterfactual Explanations for Support Vector Machine Models S. Salazar Samuel Denton Ansaf Salleb-Aouissi AAML FAtt 20 2 0 14 Dec 2022
"Explain it in the Same Way!" -- Model-Agnostic Group Fairness of Counterfactual Explanations André Artelt Barbara Hammer FaML 33 8 0 27 Nov 2022
Model Agnostic Local Explanations of Reject André Artelt Roel W. Visser Barbara Hammer FAtt 29 7 0 16 May 2022
Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review Sahil Verma Varich Boonsanong Minh Hoang Keegan E. Hines John P. Dickerson Chirag Shah CML 26 164 0 20 Oct 2020