Welcome and introduction
Dino Pedreschi, Marco Conti, Giuseppe Iannaccone, , Andrea Ferrara, Roberto Scopigno
Explainable AI for synergistic human-AI collaboration
Fosca Giannotti, Riccardo Guidotti
ABEL: An Empathetic & Cognition-Aware Interactive AI
Lorenzo Cominelli, Federico Galatolo
Transparent AI for healthcare
Salvatore Rinzivillo, Mario Giovanni Cosimo Antonio Cimino
Bocsor
Antonio Luca Alfeo
FLocalX
Mattia Setzu
Illume
Simone Piaggesi
System 1 and System 2: Machine Learning and Reasoning
Salvatore Ruggieri, Umberto Straccia
Explainable neuro-symbolic systems
Andrea Pugnana, Francesco Giannini
Human-centered Lifelong Learning for Complex Data
Alessio Micheli, Fabrizio Sebastiani
XAI of graph neural networks
Marco Podda
Limitations of vision-language models in object detection and counting
Nicola Messina
Investigating the semantic abilities and limits of LLMs
Martina Miliani
Human-AI Socio-Technical Complex Systems
Chiara Boldrini, Dino Pedreschi
Y Social: an LLM-powered Social Media Digital Twin
Erica Cau
What drives AI politicisation? AI debates during 2024 EP elections
Silvia Keeling
Still in the loop: how auditors navigate the AI paradox
Federica De Santis
The key role of workers' participation in the regulation of AI
Caterina Pareo
Alternative routing and emissions in human mobility
Giuliano Cornacchia
Signed networks from temporal series and social media data
Marzio Di Vece, Jack Tacchi
The academic partners of the Spoke
The FAIR innovation grants
Decentralized, cooperative learning
Raffaele Perego, Francesco Marcelloni
Resilience of Decentralized Learning to Low-quality Data
Samuele Sabella
Efficient Retrieval over Learned Sparse Representations
Cosimo Rulli
Consistent Post-Hoc Explainability in Federated Learning
Fabrizio Ruffini
Dynamic Hard Pruning of Neural Networks on Resource-Constrained Devices
Lorenzo Valerio
Co-design methodologies for trustworthiness by-design
Anna Monreale
Towards a Relational Ethics in AI. The Problem of Agency, The Search for Common Principles, the Pairing of Human and Artificial Agents
Elio Grande
Analyzing Cultural Traits, Values and Ethical Postures in LLM Outputs via Personae and Ideal Types
Emanuele Fulvio Perri
Neural networks in closed-loop systems: Verification using interval arithmetic and formal prover
Cinzia Bernardeschi
PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning
Luca Corbucci
The Transversal Projects of the Spoke
Perspectives of the young researchers of the Spoke