Broelemann, Klaus

6 publications

TMLR 2025 Explanation Shift: How Did the Distribution Shift Impact the Model? Carlos Mougan, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab

ICML 2024 Standardized Interpretable Fairness Measures for Continuous Risk Scores Ann-Kristin Becker, Oana Dumitrasc, Klaus Broelemann

AAAI 2023 Interventional SHAP Values and Interaction Values for Piecewise Linear Regression Trees Artjom Zern, Klaus Broelemann, Gjergji Kasneci

NeurIPSW 2022 Explanation Shift: Detecting Distribution Shifts on Tabular Data via the Explanation Space Carlos Mougan, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab

UAI 2020 On Counterfactual Explanations Under Predictive Multiplicity Martin Pawelczyk, Klaus Broelemann, Gjergji. Kasneci

IJCAI 2019 A Gradient-Based Split Criterion for Highly Accurate and Transparent Model Trees Klaus Broelemann, Gjergji Kasneci