1 citations · 1 across the 7 of their papers we have counts for
9 papers
Degrees of Freedom in Penalized Regression: Model Selection with Adaptive Penalties
Mauro Bernardi, Antonio Canale, Marco Stefanucci
Model selection in penalized regression critically depends on an accurate assessment of model complexity, commonly quantified through the effective degrees of freedom. While the La…
An adaptive functional regression framework for spatially heterogeneous signals in spectroscopy
Federico Ferraccioli, Alessandro Casa, Marco Stefanucci
The attention towards food products characteristics, such as nutritional properties and traceability, has risen substantially in the recent years. Consequently, we are witnessing a…
Functional concurrent regression with compositional covariates and its application to the time-varying effect of causes of death on human longevity
Emanuele Giovanni Depaoli, Marco Stefanucci, Stefano Mazzuco
Multivariate functional data that are cross-sectionally compositional data are attracting increasing interest in the statistical modeling literature, a major example being trajecto…
Numerical evaluation of dual norms via the MM algorithm
Bernardi Mauro, Marco Stefanucci, Antonio Canale
We deal with the problem of numerically computing the dual norm, which is important to study sparsity-inducing regularizations (Jenatton et al. 2011,Bach et al. 2012). The dual nor…
Locally Sparse Function on function Regression
Mauro Bernardi, Antonio Canale, Marco Stefanucci
In functional data analysis, functional linear regression has attracted significant attention recently. Herein, we consider the case where both the response and covariates are func…
Mid infrared spectroscopy and milk quality traits: a data analysis competition at the "International Workshop on Spectroscopy and Chemometrics 2021"
Maria Frizzarin, Antonio Bevilacqua, Bhaskar Dhariyal +11
A chemometric data analysis challenge has been arranged during the first edition of the "International Workshop on Spectroscopy and Chemometrics", organized by the Vistamilk SFI Re…