Xenia Heilmann
Scholar

Xenia Heilmann

Google Scholar ID: NVkHQnAAAAAJ
Johannes Gutenberg University Mainz
fairnessprivacyfederated learningdeep learning
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Citations & Impact
All-time
Citations
2
 
H-index
1
 
i10-index
0
 
Publications
5
 
Co-authors
3
list available
Contact
No contact links provided.
Publications
6 items
Taking the Whys Seriously: Limitations of Counterfactual Explanations in Justification and Recourse
2026
Cited
0
Are Algorithm Registers Transparent? Perspectives from Germany
2026
Cited
0
From If-Statements to ML Pipelines: Revisiting Bias in Code-Generation
2026
Cited
0
Rashomon Sets and Model Multiplicity in Federated Learning
2026
Cited
0
N-Parties Private Structure and Parameter Learning for Sum-Product Networks
2025
Cited
0
FeDa4Fair: Client-Level Federated Datasets for Fairness Evaluation
2025
Cited
0
Resume (English only)
Co-authors
3 total
Mattia Cerrato
Mattia Cerrato
Research Associate, Johannes Gutenberg-Universität Mainz
Luca Corbucci
Luca Corbucci
PhD Student @ University of Pisa
Anna Monreale
Anna Monreale
University of Pisa