Haufe, Stefan

1. Theoretical Behavior of XAI Methods in the Presence of Suppressor Variables
   2023/06/02 by Rick Wilming, Wilming, Rick, Leo Kieslich +5 · 2 citations
   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. Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression\n Models in Neuroimaging
   2021/11/02 by Ali Hashemi, Yijing Gao, Hashemi, Ali +11 · 1 citation
   Computer Science · Engineering · Neuroscience · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Blind Source Separation Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural dynamics and brain function #Signal Processing (eess.SP) #Sparse and Compressive Sensing Techniques #electronic engineering #information engineering
3. Explainable AI needs formal notions of explanation correctness
   2024/09/22 by Haufe, Stefan, Wilming, Rick, Clark, Benedict +3 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. 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)
5. 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)