Alessandro Bregoli

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 9

Top Topics

Utility Maximization

Variational Approximation

Structure Learning

Bayesian Networks

Top Venues

Int. J. Approx. Reason.

SMARTERCARE@AI*IA

Publications

Carlos Villa-Blanco, Alessandro Bregoli, Concha Bielza, Pedro Larrañaga, Fabio Stella
Constraint-based and hybrid structure learning of multidimensional continuous-time Bayesian network classifiers. Int. J. Approx. Reason. 159 (2023)
Alessandro Bregoli, Karin Rathsman, Marco Scutari, Fabio Stella, Søren Wengel Mogensen
Analyzing Complex Systems with Cascades Using Continuous-Time Bayesian Networks. CoRR (2023)
Alessandro Bregoli, Karin Rathsman, Marco Scutari, Fabio Stella, Søren Wengel Mogensen
Analyzing Complex Systems with Cascades Using Continuous-Time Bayesian Networks. TIME (2023)
Alessandro Bregoli, Luca Neri, Len Usvyat, Francesco Bellocchio
Clinical Intervention Effectiveness Estimation through Dynamic Bayesian Network (SHORT PAPER). HC@AIxIA (2023)
Carlos Villa-Blanco, Alessandro Bregoli, Concha Bielza, Pedro Larrañaga, Fabio Stella
Structure learning algorithms for multidimensional continuous-time Bayesian network classifiers. PGM (2022)
Alessandro Bregoli, Luca Neri, Max Botler, Erik Schumacher, Ricardo Peralta, Pedro Ponce, Stefano Stuard, Francesco Bellocchio
Personalized Arterovenous Fistula Management through Utility Maximization with Influence Diagram. SMARTERCARE@AI*IA (2021)
Alessandro Bregoli, Marco Scutari, Fabio Stella
A constraint-based algorithm for the structural learning of continuous-time Bayesian networks. Int. J. Approx. Reason. 138 (2021)
Alessandro Bregoli, Marco Scutari, Fabio Stella
Constraint-Based Learning for Continuous-Time Bayesian Networks. CoRR (2020)
Alessandro Bregoli, Marco Scutari, Fabio Stella
Constraing-Based Learning for Continous-Time Bayesian Networks. PGM (2020)