Damien Garreau
Scholar

Damien Garreau

Google Scholar ID: qn4N61QAAAAJ
Professor for the Theory of Machine Learning, Julius-Maximilians-Universität Würzburg
Explainable AIensembleschange-point detectioncomparison-based learning
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Citations & Impact
All-time
Citations
1,156
 
H-index
12
 
i10-index
12
 
Publications
20
 
Co-authors
39
list available
Contact
No contact links provided.
Publications
8 items
Inpainting Insights: Elevating Visual XAI with Photorealistic Perturbations
2026
Cited
0
A High-Resolution Landscape Dataset for Concept-Based XAI With Application to Species Distribution Models
2026
Cited
0
Beyond Mixtures and Products for Ensemble Aggregation: A Likelihood Perspective on Generalized Means
2026
Cited
0
Towards Understanding Steering Strength
2026
Cited
0
When Are Two Scores Better Than One? Investigating Ensembles of Diffusion Models
2026
Cited
0
On The Variability of Concept Activation Vectors
2025
Cited
0
MMD-Flagger: Leveraging Maximum Mean Discrepancy to Detect Hallucinations
2025
Cited
0
Feature Attribution from First Principles
2025
Cited
0
Resume (English only)
Co-authors
39 total
Ulrike von Luxburg
Ulrike von Luxburg
University of Tübingen
Sylvain Arlot
Sylvain Arlot
Université Paris-Saclay
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Motonobu Kanagawa
Motonobu Kanagawa
EURECOM
Wittawat Jitkrittum
Wittawat Jitkrittum
Google DeepMind
Co-author 7
Co-author 7
Co-author 8
Co-author 8