Per Year

23 talks / 2023

2023

Unlocking Insights and Trust: The Value of Explainable Clustering Algorithms for Cognitive Agents (talk, WOA 2023) — Giovanni Ciatto (Federico Sabbatini, Roberta Calegari)
Peer-Reviewed Federated Learning (talk, WOA 2023) — Andrea Omicini (Mattia Passeri, Andrea Agiollo, Andrea Omicini)
Collaborative Decision-Making in Hybrid Agent Systems: a Synergy between Neural and Symbolic Capabilities (phd) — Andrea Rafanelli (Andrea Rafanelli)
Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score (talk, ECAI-2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
Intelligent Systems Engineering: Course presentation (informal, Presentazione dei corsi a scelta per la laurea magistrale “Ingegneria e scienze informatiche”) — Andrea Omicini (Andrea Omicini, Giovanni Ciatto)
Measuring Trustworthiness in Neuro-Symbolic Integration (invited, FedCSIS 2023) — Andrea Omicini (Andrea Omicini, Andrea Agiollo)
Multi-Agent Systems & Project Work in Multi-Agent Systems: Presentation of the Courses (informal, Welcome Day of the Master Degree Program in Artificial Intelligence) — Andrea Omicini (Andrea Omicini, Roberta Calegari)
Explainable Clustering with CREAM (talk, KR 2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
Symbolic Transfer Learning through Knowledge Manipulation Methods (talk, KR 2023 Doctoral Consortium@KR 2023) — Matteo Magnini (Matteo Magnini)
Symbolic Knowledge-Extraction Evaluation Metrics: The FiRe Score (talk, KoDis 2023@KR 2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
ExACT Explainable Clustering: Unravelling the Intricacies of Cluster Formation (talk, KoDis 2023@KR 2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
XAI: Current Frontiers and the Path Ahead Towards Trustworthy AI (talk, XLoKR 2023 - Explainable Logic-Based Knowledge Representation KR 2023) — Roberta Calegari (Roberta Calegari)
Assessing and Enforcing Fairness in the AI Lifecycle (talk, Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023)) — Roberta Calegari (Roberta Calegari, Gabriel Gonzalez Castane, Michela Milano, Barry O'Sullivan)
eXplainable Artificial Intelligence (XAI): A Gentle Introduction (lecture, ASAI-ER 2023) — Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
Intelligent Agents: A Gentle Introduction (lecture, ASAI-ER 2023) — Giovanni Ciatto (Giovanni Ciatto)
On the role of computational logic in MAS: practice with 2P-Kt (invited, EASSS23) — Giovanni Ciatto (Giovanni Ciatto)
GNN4IFA: Interest Flooding Attack Detection With Graph Neural Networks (talk, EuroS&P 2023) — Andrea Agiollo, Enkeleda Bardhi (Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Riccardo Lazzeretti, Eleonora Losiouk, Andrea Omicini)
Bottom-Up and Top-Down Workflows for Hypercube- and Clustering-based Knowledge Extractors (talk, EXTRAAMAS 2023@AAMAS 2023) — Federico Sabbatini (Federico Sabbatini, Roberta Calegari)
A General-Purpose Protocol for Multi-Agent based Explanations (talk, EXTRAAMAS 2023@AAMAS 2023) — Giovanni Ciatto (Giovanni Ciatto, Matteo Magnini, Berk Buzcu, Reyhan Aydoğan, Andrea Omicini)
The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing (talk, EXTRAAMAS 2023@AAMAS 2023) — Andrea Agiollo (Andrea Agiollo, Luciano C. Siebert, Pradeep K. Murukannaiah, Andrea Omicini)
eXplainable Artificial Intelligence (XAI): A Gentle Introduction (lecture, Programma formativo BBS “BPER – Data Analytics”) — Andrea Omicini, Giovanni Ciatto, Matteo Magnini (Matteo Magnini, Giovanni Ciatto, Andrea Omicini)
On the Evaluation of the Symbolic Knowledge Extracted from Black Boxes (talk, AAAI Spring Symposium 2023 – AITA: AI Trustworthiness Assessment) — Roberta Calegari (Federico Sabbatini, Roberta Calegari)
Resource-Friendly Artificial Intelligence (seminar) — Andrea Agiollo (Andrea Agiollo)

23 talks / 2023 • top • index • bottom

talks / 2023 / personal

Andrea Agiollo • Roberta Calegari • Giovanni Ciatto • Enrico Denti • Matteo Magnini • Sara Montagna • Andrea Omicini • Giuseppe Pisano • Andrea Rafanelli • Federico Sabbatini