Danilo Franco

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Face Recognition

Computationally Tractable

Graph Representation

Top Venues

Publications

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 (2024)
Danilo Franco, Luca Oneto, Davide Anguita
Mitigating Robustness Bias: Theoretical Results and Empirical Evidences. ESANN (2023)
Danilo Franco, Luca Oneto, Davide Anguita
Fair Empirical Risk Minimization Revised. IWANN (1) (2023)
Danilo Franco, Nicolò Navarin, Michele Donini, Davide Anguita, Luca Oneto
Deep fair models for complex data: Graphs labeling and explainable face recognition. Neurocomputing 470 (2022)
Danilo Franco, Luca Oneto, Nicolò Navarin, Davide Anguita
Learn and Visually Explain Deep Fair Models: an Application to Face Recognition. IJCNN (2021)
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) (2021)