Franz Motzkus

1. Measurably Stronger Explanation Reliability via Model Canonization
   2022/02/14 by Franz Motzkus, Leander Weber, Motzkus, Franz +3 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
2. Locally Testing Model Detections for Semantic Global Concepts
   2024/05/27 by Franz Motzkus, Motzkus, Franz, Georgii Mikriukov +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
3. CoLa-DCE -- Concept-guided Latent Diffusion Counterfactual Explanations
   2024/06/03 by Franz Motzkus, Motzkus, Franz, Christian Hellert +3 · 1 citation
   Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME) #Topic Modeling