h.09.15 - 10.00, Invited Talk, Carles Sierra On the engineering of Social Values - (chair: Roberta Calegari, University of Bologna)
h.10.00 - 10.30, Session 1 (chair: Roberta Calegari, University of Bologna)
(10 min. presentation + 2 min. questions per paper)
- Alessandro Antonucci, Eric Rossetto and Ivan Duvnjak On the Correlation between Individual Fairness and Predictive Accuracy in Probabilistic Models
- Mathieu Brassart and Laurent Simon Towards a Partial Coverage of Neural Network Explanations Using Approximation Networks
h.10.30 - 11.00, Coffee Break
h.11.00 - 12.00, Session 2 (chair: TBD)
(10 min. presentation + 2 min. questions per paper)
- Sofoklis Kitharidis, Cor Veenman, Thomas Bäck and Niki van Stein Visual Model Selection using Feature Importance Clusters in Fairness-Performance Similarity Optimized Space
- Riccardo Cantini, Nicola Gabriele, Alessio Orsino and
Domenico Talia Is Reasoning All You Need? Probing Bias in the Age of Reasoning Language Models
- Chiara Ferrando, Lia Draetta, Andrea Marra, Angela Zottola, Cristina Bosco and Viviana Patti First Ask Then Act (FATA): A Community-Centered Inclusive Approach for Hate Speech Detection
- Katharina Simbeck and Mariam Mahran Mechanistic Interpretability with SAEs: Probing Religion, Violence, and Geography in Large Language Models
- Margherita Favali, Vanja Miskovic, Alberto Eusebio, Francesco Trovò, Leonardo Provenzano, Beshoy Guirges, Margherita Ruggirello, Marina Chiara Garassino, Claudia Proto, Giuseppe Lo Russo, Arsela Prelaj and Alessandra Pedrocchi Trustworthy assessment of 2D Deep Learning model for lung CT scans
h.12.00 - 12.30, Poster Pitch
h.13.00 - 14.00, Lunch Break
h.14.00 - 15.00, Invited Talk, Dennis Nguyen Generative AI and Challenges of Unfairness – Balancing Technological Potentials, Public Values & Risks intelligence - (chair: TBD)
h.15.00 - 15.30, Session 3 (chair: TBD)
(10 min. presentation + 2 min. questions per paper)
- Andrea Iommi, Antonio Mastropietro, Riccardo Guidotti, Anna Monreale and Salvatore Ruggieri Causal Synthetic Data Generation in Recruitment
- Mattias Brännström, Themis Dimitra Xanthopoulou and Lili Jiang Modeling Fairness in Recruitment AI via Information Flow
-Laura Sartori, Chiara Binelli, Francesca Lizzi, Andrea
Chincarini, Francesco Sensi and Alessandra Retico How do doctors perceive AI in their medical practice?
h.15.30 - 16.00, Coffee Break
h.16.00 - 17.00, Session 4 - (chair: Andrea Borghesi, University of Bologna)
(10 min. presentation + 2 min. questions per paper)
- Angelo Oddi, Gianmauro Romagna, Riccardo Rasconi, Paola
Panarese and Paolo De Gasperis Bias Detection in Cultural Heritage Metadata: Preliminary Results from the IMAGES Project
- Juliett Suárez Ferreira, Marija Slavkovik and Jorge CasillasTransparency and Proportionality in Post-Processing Algorithmic Bias Correction
- Tim Kochs, Andrea Castellani, Felix Lanfermann and Barbara Hammer Evaluating and Mitigating Fairness Risks in Machine Learning under Structured Missing Data
- Federico Sabbatini A Fairness-Oriented Visual Extension for the PSyKE Platform
- Ioannis Sarridis, Christos Koutlis, Symeon Papadopoulos and Crhistos Diou VB-Mitigator: AVB-Mitigator: An Open-source Framework for Evaluating and Advancing Visual Bias Mitigation
h.17.00 - 17.15, Final Remarks and Workshop Closing, Organizing Committee