Roberto Pellungrini

Researcher, Classe di Scienze, Scuola Normale Superiore, Pisa

Joined

July 2019

Names

Roberto Pellungrini

Emails

****@sns.it (Confirmed)

Personal Links

Career & Education History

Researcher

Classe di Scienze, Scuola Normale Superiore, Pisa (sns.it)

2022 – Present

PhD student

Department of Computer Science, University of Pisa (unipi.it)

2017 – 2020

Advisors, Relations & Conflicts

Postdoc Advisor

Fosca Giannotti

2022 – Present

PhD Advisor

2018 – 2020

Expertise

No areas of expertise listed

Publications

"I know that I don’t know... and I explain why'' Interpretable abstention via counterfactual explanations
Valerio Bonsignori, Clara Punzi, Roberto Pellungrini, Fosca Giannotti
- Submitted to ICLR 2026
- Readers: Everyone
Cognitive Decision Intelligence Framework for Explainable AI Systems
Elena Sajno, Andrea Pugnana, Roberto Pellungrini
- WiML @ NeurIPS 2025
- Readers: Everyone
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
Andrea Pugnana, Riccardo Massidda, Francesco Giannini, Pietro Barbiero, Mateo Espinosa Zarlenga, Roberto Pellungrini, Gabriele Dominici, Fosca Giannotti, Davide Bacciu
- NeurIPS 2025 poster
- Readers: Everyone
Human Mobility from theory to practice: Data, Models and Applications
Luca Pappalardo, Gianni Barlacchi, Roberto Pellungrini, Filippo Simini
- 2019 (modified: 12 Nov 2022)
- WWW (Companion Volume) 2019
- Readers: Everyone

Co-Authors