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Clark, Benedict

  1. 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
  2. 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)
  3. 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)
  4. 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)