Scholar
Andrea Pugnana
Google Scholar ID: 03UOmo8AAAAJ
University of Trento
selective classification
causality
learning 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
Publications
13 items
Should I stay or should I show? Learning to selectively disclose information
2026
Cited
0
Too Much of the Same: From Algorithmic to Human Bias in Learning to Defer
2026
Cited
0
Are Concept Bottleneck Models Effective as Decision-Support Systems?
2026
Cited
0
Divide et Calibra: Multiclass Local Calibration via Vector Quantization
2026
Cited
0
Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models
2026
Cited
0
Concepts Worth Having: Refining VLM-Guided Concept Bottleneck Models with Minimal Annotations
2026
Cited
0
Bounded-Abstention Multi-horizon Time-series Forecasting
2026
Cited
0
Multiclass Local Calibration With the Jensen-Shannon Distance
2025
Cited
0
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Co-authors
8 total
Salvatore Ruggieri
Università di Pisa
Dino Pedreschi
Professor of Computer Science, University of Pisa
Joao Gama
Professor Emeritus, Faculty of Economics, University of Porto, and INESC TEC
Riccardo Guidotti
Associate Professor @ University of Pisa
Roberto Pellungrini
Research Fellow at Scuola Normale Superiore, Classe di Scienze, Pisa
Lorenzo Perini
Research Scientist @ Meta
Jose M. Alvarez
KU Leuven
Filippo Palomba
PhD Student, Princeton University
