Speakers
14
talks
Approximating Memorization Using Loss Surface Geometry for Dataset Pruning and Summarization (KDD 2024, 27/08/2024) — Andrea Agiollo (Andrea Agiollo, Kim Young In, Rajiv Khanna) 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) Embedding AI into Constrained Devices: A Multi-Faceted Approach (24/06/2024) — Andrea Agiollo (Andrea Agiollo) ML-BDI Agents: Vision and Survey (ENGINES Kick-off Meeting, 20/06/2024) — Andrea Agiollo (Andrea Agiollo) GNN4IFA: Interest Flooding Attack Detection With Graph Neural Networks (EuroS&P 2023, 05/07/2023) — Andrea Agiollo, Enkeleda Bardhi (Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Riccardo Lazzeretti, Eleonora Losiouk, Andrea Omicini) The Quarrel of Local Post-hoc Explainers for Moral Values Classification in Natural Language Processing (EXTRAAMAS 2023@AAMAS 2023, 29/05/2023) — Andrea Agiollo (Andrea Agiollo, Luciano C. Siebert, Pradeep K. Murukannaiah, Andrea Omicini) GNN2GNN: Graph Neural Networks to Generate Neural Networks (UAI 2022, 02/08/2022) — Andrea Agiollo (Andrea Agiollo, Andrea Omicini) GNN2GNN: Graph Neural Networks to Generate Neural Networks (UAI 2022, 02/08/2022) — Andrea Agiollo (Andrea Agiollo, Andrea Omicini) Embedding Artificial Intelligence into Constrained Devices (PhD 1st-year report, 20/10/2021) — Andrea Agiollo (Andrea Agiollo) Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: a Roadmap (WOA 2021, 02/09/2021) — Andrea Agiollo (Andrea Agiollo, Giovanni Ciatto, Andrea Omicini) Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search (EXTRAAMAS 2021@AAMAS 2021, 03/05/2021) — Andrea Agiollo (Andrea Agiollo, Giovanni Ciatto, Andrea Omicini) Graph Neural Networks - Theory & Applications (Internal Seminar, 30/04/2021) — Andrea Agiollo (Andrea Agiollo) Artificial Intelligence in Embedded Environments (PhD Review - The Research Hub by Electrolux Professional, 31/03/2021) — Andrea Agiollo (Andrea Agiollo)