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19 presentazioni
page_white_powerpoint Actively Learning EL Terminologies from Large Language Models (ECAI-2025, 27/10/2025) — Matteo Magnini (Matteo Magnini, Riccardo Squarcialupi, Martin Tunge Sterri, Ana Ozaki)
page_white_powerpoint Enforcing Fairness via Constraint Injection with FaUCI (AEQUITAS 2024, 20/10/2024) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini)
page_white_powerpoint We Were Deep in NeSy When LLM Happened (Large and Small Language Models: stato dell’arte fra limiti e prospettive, 27/09/2024) — Andrea Omicini (Andrea Omicini, Andrea Agiollo, Giovanni Ciatto, Matteo Magnini)
page_white_powerpoint An Empirical Study on the Robustness of Knowledge Injection Techniques Against Data Degradation (WOA 2024, 09/07/2024) — Andrea Agiollo (Andrea Rafanelli, Matteo Magnini, Andrea Agiollo, Giovanni Ciatto, Andrea Omicini)
page_white_powerpoint Actively Learning Ontologies from LLMs: First Results (DL 2024, 20/06/2024) — Matteo Magnini (Matteo Magnini, Ana Ozaki, Riccardo Squarcialupi)
page_white_powerpoint Large Language Models as Oracles for Instantiating Ontologies with Domain-Specific Knowledge (ENGINES Kick-off Meeting, 20/06/2024) — Giovanni Ciatto (Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini)
page_white_powerpoint Mitigating Intersectional Fairness: a Practical Approach with FaUCI (AIMMES 2024, 20/03/2024) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini)
page_white_powerpoint Symbolic Transfer Learning through Knowledge Manipulation Methods (KR 2023 Doctoral Consortium @ KR 2023, 05/09/2023) — Matteo Magnini (Matteo Magnini)
page_white_powerpoint eXplainable Artificial Intelligence (XAI): A Gentle Introduction (ASAI-ER 2023, 27/07/2023) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
page_white_powerpoint A General-Purpose Protocol for Multi-Agent based Explanations (EXTRAAMAS 2023 @ AAMAS 2023, 29/05/2023) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini, Berk Buzcu, Reyhan Aydoğan, Andrea Omicini)
page_white_powerpoint eXplainable Artificial Intelligence (XAI): A Gentle Introduction (Programma formativo BBS “BPER – Data Analytics”, 05/05/2023) — Andrea Omicini, Giovanni Ciatto, Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
page_white_powerpoint Bridging Symbolic and Sub-Symbolic AI: Towards Cooperative Transfer Learning in Multi-Agent Systems (AIxIA 2022, 29/11/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
page_white_powerpoint Symbolic Knowledge Injection via PSyKI. A Tutorial (PRIMA 2022, 16/11/2022) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini)
page_white_powerpoint Symbolic Knowledge Extraction via PSyKE. A Tutorial (PRIMA 2022, 16/11/2022) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini, Federico Sabbatini)
page_white_powerpoint Dive into Symbolic Knowledge Extraction & Injection: gentle introduction and technologies (KDD Lab reading group 2022, University of Pisa, 07/10/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto)
page_white_powerpoint A view to a KILL: Knowledge Injection via Lambda Layer (WOA 2022, 01/09/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
page_white_powerpoint KINS: Knowledge Injection via Network Structuring (CILC 2022, 01/07/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
page_white_powerpoint SKI: Symbolic Knowledge Injection, state of the art and research perspectives (EXPECTATION Meeting, 09/06/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
page_white_powerpoint On the Design of PSyKI: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors (EXTRAAMAS 2022 @ AAMAS 2022, 09/05/2022) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
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