Per Year
- 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
- 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
- Approximating Memorization Using Loss Surface Geometry for Dataset Pruning and Summarization
(paper in proceedings) — Andrea Agiollo, Young In Kim, Rajiv Khanna