Clark, Benedict

5 publications

NeurIPS 2025 Correcting Misinterpretations of Additive Models Benedict Clark, Rick Wilming, Hjalmar Schulz, Rustam Zhumagambetov, Danny Panknin, Stefan Haufe

NeurIPSW 2024 Position: XAI Needs Formal Notions of Explanation Correctness Stefan Haufe, Rick Wilming, Benedict Clark, Rustam Zhumagambetov, Danny Panknin, Ahcene Boubekki

NeurIPSW 2024 The Effect of Whitening on Explanation Performance Benedict Clark, Stoyan Karastoyanov, Rick Wilming, Stefan Haufe

MLJ 2024 XAI-TRIS: Non-Linear Image Benchmarks to Quantify False Positive Post-Hoc Attribution of Feature Importance Benedict Clark, Rick Wilming, Stefan Haufe

ICML 2023 Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables Rick Wilming, Leo Kieslich, Benedict Clark, Stefan Haufe