Fabian Fumagalli
Scholar

Fabian Fumagalli

Google Scholar ID: anUMB08AAAAJ
Phd Candidate - Bielefeld University
Machine LearningExplainable AI
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Citations & Impact
All-time
Citations
234
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
6
list available
Contact
No contact links provided.
Publications
10 items
Functional Decomposition and Shapley Interactions for Interpreting Survival Models
2026
Cited
0
Exactly Computing do-Shapley Values
2026
Cited
0
An Odd Estimator for Shapley Values
2026
Cited
0
GRANITE: A Generalized Regional Framework for Identifying Agreement in Feature-Based Explanations
2026
Cited
0
PolySHAP: Extending KernelSHAP with Interaction-Informed Polynomial Regression
2026
Cited
1
Explaining Similarity in Vision-Language Encoders with Weighted Banzhaf Interactions
2025
Cited
0
Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection
2025
Cited
0
HyperSHAP: Shapley Values and Interactions for Hyperparameter Importance
2025
Cited
0
Resume (English only)
Co-authors
6 total
Barbara Hammer
Barbara Hammer
Professor, Bielefeld University
Maximilian Muschalik
Maximilian Muschalik
PhD. Candidate, LMU Munich
Eyke Hüllermeier
Eyke Hüllermeier
Professor of Computer Science, Paderborn University
Patrick Kolpaczki
Patrick Kolpaczki
PhD. Candidate, Ludwig Maximilian University of Munich
Hubert Baniecki
Hubert Baniecki
PhD student, University of Warsaw
Julia Herbinger
Julia Herbinger
Leibniz Institute for Prevention Research and Epidemiology - BIPS