Talks
WP 1
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Explainable AI for synergistic human-AI collaboration
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ABEL: An Empathetic & Cognition-Aware Interactive AI
WP 2
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System 1 and System 2: Machine Learning and Reasoning
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Explainable neuro-symbolic systems
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Exploiting non-standard analysis to empower deep neural networks and reinforcement learning
Marco Cococcioni, Lorenzo Fiaschi
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Mathematical structures in learning models
Marco Romito, Aikaterini Papagiannouli
WP 3
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Human-centered Lifelong Learning for Complex Data
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Limitations of vision-language models in object detection and counting
WP 4
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Human-AI Socio-Technical Complex Systems
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What drives AI politicisation? AI debates during 2024 EP elections
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The key role of workers' participation in the regulation of AI
WP 5
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Decentralized, cooperative learning
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Dynamic Hard Pruning of Neural Networks on Resource-Constrained Devices
WP 6
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Analyzing Cultural Traits, Values and Ethical Postures in LLM Outputs via Personae and Ideal Types
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Neural networks in closed-loop systems: Verification using interval arithmetic and formal prover
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PUFFLE: Balancing Privacy, Utility, and Fairness in Federated Learning