Alessandro Renda

Researcher, Department of Information Engineering, University of Pisa

Joined

July 2024

Names

Alessandro Renda (Preferred)

Emails

****@unipi.it (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Department of Information Engineering, University of Pisa (unipi.it)

2023 – Present

Advisors, Relations & Conflicts

Coauthor

Francesco Marcelloni

Present

Expertise

Federated Learning

Present

Explainable Artificial Intelligence

Present

Publications

Increasing trust in AI through privacy preservation and model explainability: Federated Learning of Fuzzy Regression Trees
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
- Inf. Fusion 2025
- Readers: Everyone
Consistent Post-Hoc Explainability in Federated Learning through Federated Fuzzy Clustering
Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
- FUZZ 2024
- Readers: Everyone
Trustworthy AI in Heterogeneous Settings: Federated Learning of Explainable Classifiers
Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
- FUZZ 2024
- Readers: Everyone
Enabling federated learning of explainable AI models within beyond-5G/6G networks
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Noferi, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo, Giovanni Stea, Antonio Virdis
- Comput. Commun. 2023
- Readers: Everyone
OpenFL-XAI: Federated learning of explainable artificial intelligence models in Python
Mattia Daole, Alessio Schiavo, José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
- SoftwareX 2023
- Readers: Everyone
The Hexa-X Project Vision on Artificial Intelligence and Machine Learning-Driven Communication and Computation Co-Design for 6G
Mattia Merluzzi, Tamás Borsos, Nandana Rajatheva, András A. Benczúr, Hamed Farhadi, Taha Yassine, Markus Dominik Mueck, Sokratis Barmpounakis, Emilio Calvanese Strinati, Dilin Dampahalage, Panagiotis Demestichas, Pietro Ducange, Miltiadis C. Filippou, Leonardo Gomes Baltar, Johan Haraldson, Leyli Karaçay, Dani Korpi, Vasiliki Lamprousi, Francesco Marcelloni, Jafar Mohammadi et al. (3 additional authors not shown)
- IEEE Access 2023
- Readers: Everyone
Federated TSK Models for Predicting Quality of Experience in B5G/6G Networks
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini, Alessio Schiavo
- FUZZ 2023
- Readers: Everyone
Federated Learning of Explainable Artificial Intelligence Models: A Proof-of-Concept for Video-streaming Quality Forecasting in B5G/6G networks
José Luis Corcuera Bárcena, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Giovanni Nardini, Alessandro Renda, Giovanni Stea
- xAI (Late-breaking Work, Demos, Doctoral Consortium) 2023
- Readers: Everyone
An Application for Federated Learning of XAI Models in Edge Computing Environments
Alessio Bechini, Mattia Daole, Pietro Ducange, Francesco Marcelloni, Alessandro Renda
- FUZZ 2023
- Readers: Everyone
Federated Learning of Explainable Artificial Intelligence Models for Predicting Parkinson's Disease Progression
José Luis Corcuera Bárcena, Pietro Ducange, Francesco Marcelloni, Alessandro Renda, Fabrizio Ruffini
- xAI (1) 2023
- Readers: Everyone

View all 32 publications

Co-Authors

View all 51 co-authors