Per Year
- Ensuring Fairness Stability for Disentangling Social Inequality in Access to Education: the FAiRDAS General Method
(paper in proceedings) — Eleonora Misino, Roberta Calegari, Michele Lombardi, Michela Milano - Generation of Clinical Skin Images with Pathology with Scarce Data (paper in proceedings) — Andrea Borghesi, Roberta Calegari
- Bridging machine learning and diagnostics of the ESA LISA space mission with equation discovery via explainable artificial intelligence (article in journal) — Federico Sabbatini, Catia Grimani, Roberta Calegari
- Untying black boxes with clustering-based symbolic knowledge extraction (article in journal) — Federico Sabbatini, Roberta Calegari
- LLM-based Solutions for Healthcare Chatbots: a Comparative Analysis (paper in proceedings) — Sara Montagna, Gianluca Aguzzi, Stefano Ferretti, Martino Francesco Pengo, Lorenz Cuno Klopfenstein, Michelangelo Ungolo, Matteo Magnini
- On the Evaluation of the Symbolic Knowledge Extracted from Black Boxes (article in journal) — Federico Sabbatini, Roberta Calegari
- Explainable, Transparent Autonomous Agents and Multi-Agent Systems (edited volume) — Davide Calvaresi, Amro Najaar, Andrea Omicini, Reyhan Aydogan, Rachele Carli, Giovanni Ciatto, Joris Hulstijn, Kary Främling
- Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review (article in journal) — Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
- From Large Language Models to Small Logic Programs: Building Global Explanations from Disagreeing Local Post-hoc Explainers (article in journal) — Andrea Agiollo, Luciano Cavalcante Siebert, Pradeep Kumar Murukannaiah, Andrea Omicini
- Special Issue on Trustworthy AI (special issue) — Roberta Calegari, Fosca Giannotti, Francesca Pratesi, Michela Milano
- Anonymous Federated Learning via Named-Data Networking (article in journal) — Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Nicolò Dal Fabbro, Riccardo Lazzeretti
- EneA-FL: Energy-aware Orchestration for Serverless Federated Learning (article in journal) — Andrea Agiollo, Paolo Bellavista, Matteo Mendula, Andrea Omicini
- On the External Concurrency of Current BDI Frameworks for MAS (paper in proceedings) — Martina Baiardi, Samuele Burattini, Giovanni Ciatto, Danilo Pianini, Alessandro Ricci, Andrea Omicini
- Approximating Memorization Using Loss Surface Geometry for Dataset Pruning and Summarization (paper in proceedings) — Andrea Agiollo, Young In Kim, Rajiv Khanna
publications
with
DOI
/
2024
/
personal
Andrea Agiollo
•
Roberta Calegari
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Giovanni Ciatto
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Cristian Cosci
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Angelo Croatti
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Enrico Denti
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Matteo Magnini
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Sara Montagna
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Andrea Omicini
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Giuseppe Pisano
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Andrea Rafanelli
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Federico Sabbatini