Clark, Benedict
- Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables
2023/06/02 by Rick Wilming, Wilming, Rick, Leo Kieslich +5 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- EXACT: Towards a platform for empirically benchmarking Machine Learning model explanation methods
2024/05/20 by Clark, Benedict, Wilming, Rick, Dox, Artur +11 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Explainable AI needs formal notions of explanation correctness
2024/09/22 by Haufe, Stefan, Wilming, Rick, Clark, Benedict +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- GECOBench: A Gender-Controlled Text Dataset and Benchmark for Quantifying Biases in Explanations
2024/06/17 by Wilming, Rick, Dox, Artur, Schulz, Hjalmar +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG)