Laura Azzimonti

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 10

Top Topics

Structure Learning

Bayesian Networks

Unsupervised Classification

Top Venues

Int. J. Approx. Reason.

Publications

Marco Scutari, Christopher Marquis, Laura Azzimonti
Using Mixed-Effect Models to Learn Bayesian Networks from Related Data Sets. CoRR (2022)
Marco Scutari, Christopher Marquis, Laura Azzimonti
Using Mixed-Effects Models to Learn Bayesian Networks from Related Data Sets. PGM (2022)
Laura Azzimonti, Giorgio Corani, Marco Scutari
A Bayesian hierarchical score for structure learning from related data sets. Int. J. Approx. Reason. 142 (2022)
Laura Azzimonti, Giorgio Corani, Marco Scutari
Structure Learning from Related Data Sets with a Hierarchical Bayesian Score. PGM (2020)
Konstantinos Sechidis, Laura Azzimonti, Adam Craig Pocock, Giorgio Corani, James Weatherall, Gavin Brown
Correction to: Efficient feature selection using shrinkage estimators. Mach. Learn. 109 (8) (2020)
Laura Azzimonti, Giorgio Corani, Marco Scutari
Structure Learning from Related Data Sets with a Hierarchical Bayesian Score. CoRR (2020)
Eleonora Arnone, Laura Azzimonti, Fabio Nobile, Laura M. Sangalli
Modeling spatially dependent functional data via regression with differential regularization. J. Multivar. Anal. 170 (2019)
Laura Azzimonti, Giorgio Corani, Marco Zaffalon
Hierarchical estimation of parameters in Bayesian networks. Comput. Stat. Data Anal. 137 (2019)
Konstantinos Sechidis, Laura Azzimonti, Adam Craig Pocock, Giorgio Corani, James Weatherall, Gavin Brown
Efficient feature selection using shrinkage estimators. Mach. Learn. 108 (8-9) (2019)
Laura Azzimonti, Giorgio Corani, Marco Zaffalon
Hierarchical Multinomial-Dirichlet Model for the Estimation of Conditional Probability Tables. ICDM (2017)
Laura Azzimonti, Fabio Nobile, Laura M. Sangalli, Piercesare Secchi
Mixed Finite Elements for Spatial Regression with PDE Penalization. SIAM/ASA J. Uncertain. Quantification 2 (1) (2014)
Laura Azzimonti, Francesca Ieva, Anna Maria Paganoni
Nonlinear nonparametric mixed-effects models for unsupervised classification. Comput. Stat. 28 (4) (2013)