Per Sort
19
talks
/
Andrea Agiollo
- 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)
- Peer-Reviewed Federated Learning (WOA 2023, 07/11/2023) — Andrea Omicini (Mattia Passeri, Andrea Agiollo, Andrea Omicini)
- 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)
- Towards Quality-of-Service Metrics for Symbolic Knowledge Injection (WOA 2022, 01/09/2022) — Andrea Rafanelli (Andrea Agiollo, Andrea Rafanelli, 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)
- 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)
- Measuring Trustworthiness in Neuro-Symbolic Integration (FedCSIS 2023, 19/09/2023) — Andrea Omicini (Andrea Omicini, Andrea Agiollo)
- Resource-Friendly Artificial Intelligence (17/01/2023) — Andrea Agiollo (Andrea Agiollo)
- 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)
- ML-BDI Agents: Vision and Survey (ENGINES Kick-off Meeting, 20/06/2024) — Andrea Agiollo (Andrea Agiollo)
- Graph Neural Networks - Theory & Applications (Internal Seminar, 30/04/2021) — Andrea Agiollo (Andrea Agiollo)
- Embedding AI into Constrained Devices: A Multi-Faceted Approach (24/06/2024) — Andrea Agiollo (Andrea Agiollo)
- GNN2GNN: Graph Neural Networks to Generate Neural Networks (UAI 2022, 02/08/2022) — Andrea Agiollo (Andrea Agiollo, Andrea Omicini)
- Artificial Intelligence in Embedded Environments (PhD Review - The Research Hub by Electrolux Professional, 31/03/2021) — Andrea Agiollo (Andrea Agiollo)
0000-0003-0531-1978