Andrea Pugnana
Scholar

Andrea Pugnana

Google Scholar ID: 03UOmo8AAAAJ
University of Trento
selective classificationcausalitylearning to defer
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Citations & Impact
All-time
Citations
356
 
H-index
6
 
i10-index
4
 
Publications
15
 
Co-authors
9
list available
Contact
No contact links provided.
Publications
7 items
Bounded-Abstention Multi-horizon Time-series Forecasting
2026
Cited
0
Multiclass Local Calibration With the Jensen-Shannon Distance
2025
Cited
0
To Ask or Not to Ask: Learning to Require Human Feedback
2025
Cited
0
Bounded-Abstention Pairwise Learning to Rank
2025
Cited
0
Interpretable and Fair Mechanisms for Abstaining Classifiers
ECML/PKDD · 2025
Cited
1
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
2025
Cited
0
A Causal Framework for Evaluating Deferring Systems
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
9 total
Salvatore Ruggieri
Salvatore Ruggieri
Università di Pisa
Dino Pedreschi
Dino Pedreschi
Professor of Computer Science, University of Pisa
Co-author 3
Co-author 3
Joao Gama
Joao Gama
Professor Emeritus, Faculty of Economics, University of Porto, and INESC TEC
Riccardo Guidotti
Riccardo Guidotti
Associate Professor @ University of Pisa
Roberto Pellungrini
Roberto Pellungrini
Research Fellow at Scuola Normale Superiore, Classe di Scienze, Pisa
Lorenzo Perini
Lorenzo Perini
Research Scientist @ Meta
Jose M. Alvarez
Jose M. Alvarez
KU Leuven