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Giovanni Ciatto, Federico Sabbatini, Andrea Agiollo, Matteo Magnini, Andrea Omicini
Symbolic Knowledge Extraction and Injection with Sub-symbolic Predictors: A Systematic Literature Review
ACM Computing Surveys 56(6), June 2024
Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Nicolò Dal Fabbro, Riccardo Lazzeretti
Anonymous Federated Learning via Named-Data Networking
Future Generation Computer Systems 152, 2024
Andrea Agiollo, Paolo Bellavista, Matteo Mendula, Andrea Omicini
EneA-FL: Energy-aware Orchestration for Serverless Federated Learning
Future Generation Computer Systems 154, May 2024
Federico Sabbatini, Roberta Calegari
On the Evaluation of the Symbolic Knowledge Extracted from Black Boxes
AI Ethics, January 2024
Roberta Calegari, Andrea Aler Tubella, Gabriel Gonzalez, Virginia Dignum, Michela Milano
Preface: Fairness and Bias in AI: Insights from AEQUITAS 2023
Proceedings of the 1st Workshop on Fairness and Bias in AI co-located with 26th European Conference on Artificial Intelligence (ECAI 2023). CEUR Workshop Proceedings 3523, 2023
Matteo Magnini, Giovanni Ciatto, Furkan Cantürk, Reyhan Aydoǧan, Andrea Omicini
Symbolic Knowledge Extraction for Explainable Nutritional Recommenders
Computer Methods and Programs in Biomedicine 235, June 2023
Alessandro Maggio, Luca Giuliani, Roberta Calegari, Michele Lombardi, Michela Milano
A geometric framework for fairness
Proceedings of the 1st Workshop on Fairness and Bias in AI, AEQUITAS 2023 co-located with 26th European Conference on Artificial Intelligence (ECAI 2023), 2023
Roberta Calegari, Gabriel G. Castañé, Michela Milano, Barry O’Sullivan
Assessing and Enforcing Fairness in the AI Lifecycle
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023), August 2023
Andrea Agiollo, Enkeleda Bardhi, Mauro Conti, Riccardo Lazzeretti, Eleonora Losiouk, Andrea Omicini
GNN4IFA: Interest Flooding Attack Detection With Graph Neural Networks
EuroS&P 2023, July 2023
Andrea Agiollo, Andrea Omicini
Measuring Trustworthiness in Neuro-Symbolic Integration
FedCSIS 2023. Annals of Computer Sciences and Information Systems 35, September 2023