Guido Consonni

Publication Activity (10 Years)

Years Active: 1999-2020
Publications (10 Years): 1

Top Topics

Markov Networks

Graphical Models

Top Venues

Comput. Stat. Data Anal.

J. Multivar. Anal.

Publications

Lucia Paci, Guido Consonni
Structural learning of contemporaneous dependencies in graphical VAR models. Comput. Stat. Data Anal. 144 (2020)
Guido Consonni, Hélène Massam
Parametrizations and reference priors for multinomial decomposable graphical models. J. Multivar. Anal. 105 (1) (2012)
Guido Consonni, Jean-Michel Marin
Mean-field variational approximate Bayesian inference for latent variable models. Comput. Stat. Data Anal. 52 (2) (2007)
Daniela Golinelli, David Madigan, Guido Consonni
Relaxing the local independence assumption for quantitative learning in acyclic directed graphical models through hierarchical partition models. AISTATS (1999)