Alexander Binder
Scholar

Alexander Binder

Google Scholar ID: 5B8CTlEAAAAJ
Professor, ScaDS.AI and Faculty of Math and Computer Science, Uni Leipzig, Germany
Explainable Deep LearningXAIAspects of Machine Learning
Google Scholar↗
Citations & Impact
All-time
Citations
21,297
 
H-index
35
 
i10-index
69
 
Publications
20
 
Co-authors
91
list available
Contact
No contact links provided.
Publications
3 items
Value bounds and Convergence Analysis for Averages of LRP attributions
2025
Cited
0
Uncovering the Limitations of Model Inversion Evaluation: Benchmarks and Connection to Type-I Adversarial Attacks
2025
Cited
0
Efficient and Flexible Neural Network Training through Layer-wise Feedback Propagation
2023
Cited
1
Resume (English only)
Co-authors
91 total
Klaus-Robert Müller
Klaus-Robert Müller
TU Berlin & Korea University & Google DeepMind & Max Planck Institute for Informatics, Germany
Wojciech Samek
Wojciech Samek
Professor at TU Berlin, Head of AI Department at Fraunhofer HHI, BIFOLD Fellow
Sebastian Lapuschkin
Sebastian Lapuschkin
Head of Explainable AI, Fraunhofer Heinrich Hertz Institute
Grégoire Montavon
Grégoire Montavon
Professor, Charité / BIFOLD
Marius Kloft
Marius Kloft
Professor, RPTU Kaiserslautern-Landau
Frederick Klauschen
Frederick Klauschen
Institute of Pathology, University of Munich (LMU)
Co-author 7
Co-author 7
Motoaki Kawanabe
Motoaki Kawanabe
Senior Researcher, Advanced Telecommunications Research Institute International