Scholar
Grégoire Montavon
Google Scholar ID: A979AbYAAAAJ
Professor, Charité / BIFOLD
Citations & Impact
Citations
25,289
H-index
43
i10-index
68
Publications
20
Co-authors
20
list available
Publications
Resume (English only)
Academic Achievements
- 2013 Dimitris N. Chorafas Award
- 2020 Pattern Recognition Best Paper Award
- 2022 Digital Signal Processing Best Paper Award
- 2025 XAI Best Paper Award
- Published multiple high-impact papers including 'Mitigating Clever Hans Strategies in Image Classifiers through Generating Counterexamples' and 'Neural interaction explainable AI predicts drug response across cancers'
Background
- Professor at Charité – Universitätsmedizin Berlin
- Research Group Lead at the Berlin Institute for the Foundations of Learning and Data (BIFOLD)
- Research focuses on Explainable AI (XAI) methods and their applications in medical diagnosis and research
- Aims to develop explanation approaches that integrate well with state-of-the-art machine learning models for verification and insight discovery
- Research interests: Explainable AI, Machine Learning, Data Science
