Fosca Giannotti

Full Professor, Classe di scienze, School of Education Pisa

Joined

January 2023

Names

Fosca Giannotti (Preferred)

Emails

****@isti.cnr.it (Confirmed)

****@gmail.com (Confirmed)

****@sns.it (Confirmed)

Personal Links

Career & Education History

Full Professor

Classe di scienze, School of Education Pisa (sns.it)

2021 – Present

Principal Researcher

ISTI, CNR (isti.cnr.it)

2007 – 2021

Researcher

CNR (isti.cnr.it)

1990 – 2007

Advisors, Relations & Conflicts

No relations added

Expertise

explainable artificial Intelligence

Present

machine learning

Present

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
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
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis
Nafis Irtiza Tripto, Adaku Uchendu, Thai Le, Mattia Setzu, Fosca Giannotti, Dongwon Lee
- EMNLP 2023 Findings
- Readers: Everyone
Where do migrants and natives belong in a community: a Twitter case study and privacy risk analysis
Jisu Kim, Francesca Pratesi, Giulio Rossetti, Alina Sîrbu, Fosca Giannotti
- 2023 (modified: 17 Apr 2023)
- Soc. Netw. Anal. Min. 2023
- Readers: Everyone
Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery
Martina Cinquini, Fosca Giannotti, Riccardo Guidotti
- 2023 (modified: 17 Apr 2023)
- CoRR 2023
- Readers: Everyone
A Survey on Graph Counterfactual Explanations: Definitions, Methods, Evaluation
Mario Alfonso Prado-Romero, Bardh Prenkaj, Giovanni Stilo, Fosca Giannotti
- 2022 (modified: 02 Nov 2022)
- CoRR 2022
- Readers: Everyone
Understanding peace through the world news
Vasiliki Voukelatou, Ioanna Miliou, Fosca Giannotti, Luca Pappalardo
- 2022 (modified: 22 Dec 2022)
- EPJ Data Sci. 2022
- Readers: Everyone
Interpretable Latent Space to Enable Counterfactual Explanations
Francesco Bodria, Riccardo Guidotti, Fosca Giannotti, Dino Pedreschi
- 2022 (modified: 18 Jan 2023)
- DS 2022
- Readers: Everyone
Benchmark Analysis of Black Box Local Explanation Methods
Francesca Naretto, Francesco Bodria, Fosca Giannotti, Dino Pedreschi
- 2022 (modified: 18 Jan 2023)
- XAI.it@AI*IA 2022
- Readers: Everyone
Evaluating the Privacy Exposure of Interpretable Global Explainers
Francesca Naretto, Anna Monreale, Fosca Giannotti
- 2022 (modified: 17 Apr 2023)
- CogMI 2022
- Readers: Everyone

View all 33 publications

Co-Authors

View all 71 co-authors