Barbara Draghi

According to our database, Barbara Draghi authored at least 6 papers between 2020 and 2026.

Collaborative distances:

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

2026

Probabilistic Versus Deep Generative Models: A Fairness Centred Evaluation of Synthetic Healthcare Tabular Data.

Dima R. Alattal, Barbara Draghi, Puja Myles, Richard Branson, Allan Tucker

Int. J. Comput. Intell. Syst., December, 2026

2025

Mitigating Dataset Shift via Smart Augmentation with Conditional Diffusion Models.

Lorenzo Peracchio, Gabriele Santangelo, Giovanna Nicora, Barbara Draghi, Allan Tucker, Riccardo Bellazzi, Arianna Dagliati

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

2024

Bias-Aware Synthetic Data Generation: A Tailored Use Case-Driven Approach.

Barbara Draghi, Puja Myles, Allan Tucker

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

2023

The Impact of Bias on Drift Detection in AI Health Software.

Asal Khoshravan Azar, Barbara Draghi, Ylenia Rotalinti, Puja Myles, Allan Tucker

Proceedings of the Artificial Intelligence in Medicine, 2023

2021

BayesBoost: Identifying and Handling Bias Using Synthetic Data Generators.

Barbara Draghi, Zhenchen Wang, Puja Myles, Allan Tucker

Proceedings of the Third International Workshop on Learning with Imbalanced Domains: Theory and Applications, 2021

2020

Building Trajectories Over Topology with TDA-PTS: An Application in Modelling Temporal Phenotypes of Disease.

Seyed Erfan Sajjadi, Barbara Draghi, Lucia Sacchi, Arianna Dagliati, John H. Holmes, Allan Tucker

Proceedings of the ECML PKDD 2020 Workshops, 2020