Federico Castelletti

5PUBLICATIONS
1CO-AUTHORS
Predictive and prognostic markersContext learningMedical molecular engineering of nucleic acids and proteinsStochastic analysis and modelling
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Publications (5)

|Jul 28, 2026
Bayesian nonparametric mixtures of categorical directed graphs for personalized causal inference.

|Jul 29, 2024
Joint structure learning and causal effect estimation for categorical graphical models.

Federico Castelletti, Guido Consonni, Marco L Della Vedova

|Apr 12, 2024
Learning Bayesian Networks: A Copula Approach for Mixed-Type Data.

Federico Castelletti

|Nov 01, 2022
Bayesian graphical modeling for heterogeneous causal effects.

Federico Castelletti, Guido Consonni

|Apr 16, 2020
Bayesian inference of causal effects from observational data in Gaussian graphical models.

Federico Castelletti, Guido Consonni

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Frequent Collaborators

1 joint publications

Guido Consonni