Klaus‐Robert Müller

机构：Korea University, Robert Koch Institute, Berliner Institut für Sozialforschung, Max Planck Institute for Informatics, Robotics Research (United States), Berlin Institute for the Foundations of Learning and Data, Technische Universität Berlin

发表论文 716 篇 · 总被引 75083 次 · h-index 111

代表论文

• Towards symbolic XAI — explanation through human understandable logical relationships between features (2025 · Information Fusion · 被引 10)
• Self-Supervised Autoencoders for Visual Anomaly Detection (2024 · Mathematics · 被引 9)
• Software for dataset-wide XAI: From local explanations to global insights with Zennit, CoRelAy, and ViRelAy (2026 · PLoS ONE · 被引 6)
• Molecular Simulations with a Pretrained Neural Network and Universal Pairwise Force Fields (2025 · ChemRxiv · 被引 5)
• Atlas: A Novel Pathology Foundation Model by Mayo Clinic, Charité, and Aignostics (2025 · arXiv (Cornell University) · 被引 4)
• Enhancing Brain Source Reconstruction by Initializing 3D Neural Networks with Physical Inverse Solutions (2024 · arXiv (Cornell University) · 被引 4)