Pietro Barbiero
Scholar

Pietro Barbiero

Google Scholar ID: 4gbToQoAAAAJ
SNSF Postdoctoral Fellow, IBM Research
Artificial intelligenceInterpretabilityNeurosymbolic AINeural Interpretable Reasoning
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Citations & Impact
All-time
Citations
1,511
 
H-index
17
 
i10-index
25
 
Publications
20
 
Co-authors
114
list available
Contact
No contact links provided.
Publications
22 items
The Standard Interpretable Model: A general theory of interpretable machine learning to deductively design interpretable methods using Lagrangian mechanics
2026
Cited
0
Prototype-Grounded Concept Models for Verifiable Concept Alignment
2026
Cited
0
Federated Concept-Based Models: Interpretable models with distributed supervision
2026
Cited
0
Interpretability in Deep Time Series Models Demands Semantic Alignment
2026
Cited
0
Mixture of Concept Bottleneck Experts
2026
Cited
0
Actionable Interpretability Must Be Defined in Terms of Symmetries
2026
Cited
0
FLUX: Efficient Descriptor-Driven Clustered Federated Learning under Arbitrary Distribution Shifts
2025
Cited
0
Scalable Evaluation and Neural Models for Compositional Generalization
2025
Cited
0
Resume (English only)
Co-authors
114 total
Gabriele Ciravegna
Gabriele Ciravegna
Researcher at Centai Institute
Pietro Liò
Pietro Liò
Professor, University of Cambridge
Francesco Giannini
Francesco Giannini
Scuola Normale Superiore, Pisa
Giansalvo Cirrincione
Giansalvo Cirrincione
University of PIcardie Jule Verne
Mateo Espinosa Zarlenga
Mateo Espinosa Zarlenga
University of Cambridge
Alberto Tonda
Alberto Tonda
INRAE (Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement), Paris
Mateja Jamnik
Mateja Jamnik
Professor of Artificial Intelligence, University of Cambridge
Giuseppe Marra
Giuseppe Marra
KU Leuven