Danilo Franco

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

Davide Anguita, Luca Oneto, Nicolò Navarin, 2021, Neurocomputing.

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

Davide Anguita, Luca Oneto, Nicolò Navarin, 2021, Entropy.

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

Davide Anguita, Luca Oneto, Nicolò Navarin, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

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

Vincenzo D'Amato, Danilo Franco, Luca Pasa, 2023, Neurocomputing.

Mitigating Robustness Bias: Theoretical Results and Empirical Evidences

L. Oneto, D. Anguita, Danilo Franco, 2023, ESANN.

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

L. Oneto, D. Anguita, Danilo Franco, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).