5 citations · 6 across the 4 of their papers we have counts for
4 papers
Gaussian Graphical Models for Partially Observed Multivariate Functional Data
Marco Borriero, Luigi Augugliaro, Gianluca Sottile +1
In many applications, the variables that characterize a stochastic system are measured along a second dimension, such as time. This results in multivariate functional data and the…
Functional Gaussian Graphical Regression Models For Air Quality Data
Rita Fici, Gianluca Sottile, Luigi Augugliaro +1
Functional data describe a wide range of processes, such as growth curves and spectral absorption. In this study, we analyze air pollution data from the In-service Aircraft for a G…
Sparse inference of the human hematopoietic system from heterogeneous and partially observed genomic data
Gianluca Sottile, Luigi Augugliaro, Veronica Vinciotti +2
Hematopoiesis is the process of blood cell formation, through which progenitor stem cells differentiate into mature forms, such as white and red blood cells or mature platelets. Wh…
The conditional censored graphical lasso estimator
Luigi Augugliaro, Gianluca Sottile, Veronica Vinciotti
In many applied fields, such as genomics, different types of data are collected on the same system, and it is not uncommon that some of these datasets are subject to censoring as a…