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Books and Theses
- 2024
[b1]Danilo Franco:
Towards Trustworthiness in Artificial Intelligence: Pushing for Explainable, Fair, Robust, and Private Supervised Machine Learning. University of Genoa, Italy, 2024
Journal Articles
- 2024
- [j3]Danilo Franco
, Vincenzo Stefano D'Amato, Luca Pasa, Nicolò Navarin, Luca Oneto:
Fair graph representation learning: Empowering NIFTY via Biased Edge Dropout and Fair Attribute Preprocessing. Neurocomputing 563: 126948 (2024) - 2022
- [j2]Danilo Franco, Nicolò Navarin, Michele Donini, Davide Anguita, Luca Oneto:
Deep fair models for complex data: Graphs labeling and explainable face recognition. Neurocomputing 470: 318-334 (2022) - 2021
- [j1]Danilo Franco, Luca Oneto, Nicolò Navarin, Davide Anguita:
Toward Learning Trustworthily from Data Combining Privacy, Fairness, and Explainability: An Application to Face Recognition. Entropy 23(8): 1047 (2021)
Conference and Workshop Papers
- 2023
- [c3]Danilo Franco, Luca Oneto, Davide Anguita:
Mitigating Robustness Bias: Theoretical Results and Empirical Evidences. ESANN 2023 - [c2]Danilo Franco, Luca Oneto, Davide Anguita:
Fair Empirical Risk Minimization Revised. IWANN (1) 2023: 29-42 - 2021
- [c1]Danilo Franco, Luca Oneto, Nicolò Navarin, Davide Anguita:
Learn and Visually Explain Deep Fair Models: an Application to Face Recognition. IJCNN 2021: 1-10
Coauthor Index
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