Fabian Fumagalli
Scholar

Fabian Fumagalli

Google Scholar ID: anUMB08AAAAJ
Phd Candidate - Bielefeld University
Machine LearningExplainable AI
Homepage↗Google Scholar↗
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
13 items
ShaplEIG: Bayesian Experimental Design for Shapley Value Estimation
2026
Cited
0
Proxy-Based Approximation of Shapley and Banzhaf Interactions
2026
Cited
0
Attributions All the Way Down? The Metagame of Interpretability
2026
Cited
0
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
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