Per Sort

10 talks / Andrea Agiollo

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)
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)

10 talks • top • index • bottom