Danilo Franco

According to our database, Danilo Franco authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Fair graph representation learning: Empowering NIFTY via Biased Edge Dropout and Fair Attribute Preprocessing.

Danilo Franco, Vincenzo Stefano D'Amato, Luca Pasa, Nicolò Navarin, Luca Oneto

Neurocomputing, January, 2024

Towards Trustworthiness in Artificial Intelligence: Pushing for Explainable, Fair, Robust, and Private Supervised Machine Learning.

Danilo Franco

PhD thesis, 2024

2023

Fair Empirical Risk Minimization Revised.

Danilo Franco, Luca Oneto, Davide Anguita

Proceedings of the Advances in Computational Intelligence, 2023

Mitigating Robustness Bias: Theoretical Results and Empirical Evidences.

Danilo Franco, Luca Oneto, Davide Anguita

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

Deep fair models for complex data: Graphs labeling and explainable face recognition.

Danilo Franco, Nicolò Navarin, Michele Donini, Davide Anguita, Luca Oneto

Neurocomputing, 2022

2021

Toward Learning Trustworthily from Data Combining Privacy, Fairness, and Explainability: An Application to Face Recognition.

Danilo Franco, Luca Oneto, Nicolò Navarin, Davide Anguita

Entropy, 2021

Learn and Visually Explain Deep Fair Models: an Application to Face Recognition.

Danilo Franco, Luca Oneto, Nicolò Navarin, Davide Anguita

Proceedings of the International Joint Conference on Neural Networks, 2021