Age Predictors Through the Lens of Generalization, Bias Mitigation, and Interpretability: Reflections on Causal Implications.

Elisa Ferrari

Debdas Paul Elisa Ferrari Irene Gravili Alessandro Cellerino Age Predictors Through the Lens of Generalization, Bias Mitigation, and Interpretability: Reflections on Causal Implications. 2026 March abs/2603.16377 CoRR https://doi.org/10.48550/arXiv.2603.16377 db/journals/corr/corr2603.html#abs-2603-16377 streams/journals/corr

Elisa Ferrari Davide Bacciu Addressing Fairness, Bias and Class Imbalance in Machine Learning: the FBI-loss. 2021 abs/2105.06345 CoRR https://arxiv.org/abs/2105.06345 db/journals/corr/corr2105.html#abs-2105-06345

Elisa Ferrari Luna Gargani Greta Barbieri Lorenzo Ghiadoni Francesco Faita Davide Bacciu A causal learning framework for the analysis and interpretation of COVID-19 clinical data. 2021 abs/2105.06998 CoRR https://arxiv.org/abs/2105.06998 db/journals/corr/corr2105.html#abs-2105-06998

Elisa Ferrari Alessandra Retico Davide Bacciu Measuring the effects of confounders in medical supervised classification problems: the Confounding Index (CI). 101804 2020 103 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2020.101804 https://www.wikidata.org/entity/Q90115755 db/journals/artmed/artmed103.html#FerrariRB20

Elisa Ferrari Paolo Bosco Sara Calderoni Piernicola Oliva Letizia Palumbo Giovanna Spera Maria Evelina Fantacci Alessandra Retico Dealing with confounders and outliers in classification medical studies: The Autism Spectrum Disorders case study. 101926 2020 108 Artif. Intell. Medicine https://doi.org/10.1016/j.artmed.2020.101926 https://www.wikidata.org/entity/Q99710091 db/journals/artmed/artmed108.html#FerrariBCOPSFR20

Elisa Ferrari Alessandra Retico Davide Bacciu Measuring the effects of confounders in medical supervised classification problems: the Confounding Index (CI). 2019 abs/1905.08871 CoRR http://arxiv.org/abs/1905.08871 db/journals/corr/corr1905.html#abs-1905-08871

Elisa Ferrari Anne Nouri On the Cauchy problem for a quantum kinetic equation linked to the Compton effect. 838-853 2006 43 Math. Comput. Model. 7-8 https://doi.org/10.1016/j.mcm.2005.09.034 db/journals/mcm/mcm43.html#FerrariN06

Elisa Ferrari Giovanni Naldi Giuseppe Toscani Modelling and Fast Numerical Methods for Granular Flows. 151-161 2006 conf/ifip7/2006 Systems, Control, Modeling and Optimization https://doi.org/10.1007/0-387-33882-9_14 db/conf/ifip7/ifip7-2006.html#FerrariNT06 Davide Bacciu Greta Barbieri Paolo Bosco Sara Calderoni Alessandro Cellerino Francesco Faita Maria Evelina Fantacci Luna Gargani Lorenzo Ghiadoni Irene Gravili Giovanni Naldi Anne Nouri Piernicola Oliva Letizia Palumbo Debdas Paul Alessandra Retico Giovanna Spera Giuseppe Toscani