Grosse-Wentrup, Moritz

1. General Pitfalls of Model-Agnostic Interpretation Methods for Machine Learning Models
   2020/07/08 by Christoph Molnar, Molnar, Christoph, Gunnar König +15 · 10 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
2. 2021 BEETL Competition: Advancing Transfer Learning for Subject Independence & Heterogenous EEG Data Sets
   2022/02/14 by Xiaoxi Wei, Wei, Xiaoxi, A. Aldo Faisal +39 · 4 citations
   Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neonatal and fetal brain pathology #Signal Processing (eess.SP) #electronic engineering #information engineering
3. A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations
   2021/06/07 by Markham, Alex, Das, Richeek, Grosse-Wentrup, Moritz · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Improvement-Focused Causal Recourse (ICR)
   2022/10/27 by Gunnar König, Timo Freiesleben, König, Gunnar +3 · 4 citations
   Social Sciences · Computer Science · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning
5. Efficient SAGE Estimation via Causal Structure Learning
   2023/04/06 by Luther, Christoph, König, Gunnar, Grosse-Wentrup, Moritz · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. A Causal Perspective on Meaningful and Robust Algorithmic Recourse
   2021/07/16 by Gunnar König, Timo Freiesleben, König, Gunnar +3 · 1 citation
   Computer Science · #Computability, Logic, AI Algorithms #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms