Gabriele Dominici
Scholar

Gabriele Dominici

Google Scholar ID: IUOnRFoAAAAJ
PhD Student, Università della Svizzera Italiana
AI SafetyInterpretabilityExplainable AI
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Citations & Impact
All-time
Citations
48
 
H-index
4
 
i10-index
1
 
Publications
12
 
Co-authors
14
list available
Contact
No contact links provided.
Publications
9 items
Federated Concept-Based Models: Interpretable models with distributed supervision
2026
Cited
0
Towards Transparent Reasoning: What Drives Faithfulness in Large Language Models?
2025
Cited
0
Is General-Purpose AI Reasoning Sensitive to Data-Induced Cognitive Biases? Dynamic Benchmarking on Typical Software Engineering Dilemmas
2025
Cited
0
Interpretable Hierarchical Concept Reasoning through Attention-Guided Graph Learning
2025
Cited
0
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
2025
Cited
0
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
2025
Cited
0
Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning
2024
Cited
0
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning
Neural Information Processing Systems · 2024
Cited
0
Resume (English only)
Co-authors
14 total
Pietro Barbiero
Pietro Barbiero
SNSF Postdoctoral Fellow, IBM Research
Martin Gjoreski
Martin Gjoreski
Senior Researcher, SNSF Ambizione Fellow, Università della Svizzera italiana, CH
Marc Langheinrich
Marc Langheinrich
Professor, Faculty of Informatics, Università della Svizzera italiana (USI)
Mateo Espinosa Zarlenga
Mateo Espinosa Zarlenga
University of Cambridge
Giuseppe Marra
Giuseppe Marra
KU Leuven
Francesco Giannini
Francesco Giannini
Scuola Normale Superiore, Pisa
Tim Miller
Tim Miller
School of Electrical Engineering and Computer Science, The University of Queensland
Co-author 8
Co-author 8