Tobia Boschi

Functional data analysis characterizes the shapes of the first COVID-19 epidemic wave in Italy

Marzia A. Cremona, Jacopo Di Iorio, F. Chiaromonte, 2020, Scientific Reports.

Covariance‐based low‐dimensional registration for function‐on‐function regression

F. Chiaromonte, P. Secchi, Tobia Boschi, 2021, Stat.

Functional data analysis characterizes the shapes of the first COVID-19 epidemic wave in Italy

Marzia A. Cremona, F. Chiaromonte, Tobia Boschi, 2021, Scientific Reports.

An Efficient Semi-smooth Newton Augmented Lagrangian Method for Elastic Net pdf

Francesca Chiaromonte, Matthew Reimherr, Tobia Boschi, 2020, ArXiv.

A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression

F. Chiaromonte, M. Reimherr, Tobia Boschi, 2021, NeurIPS.

Contrasting pre-vaccine COVID-19 waves in Italy through Functional Data Analysis (preprint)

Marzia A. Cremona, Jacopo Di Iorio, F. Chiaromonte, 2023, 2307.09820.

Functional Graph Convolutional Networks: A unified multi-task and multi-modal learning framework to facilitate health and social-care insights

Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, 2024, ArXiv.

ProInsight: A Tool for Risk Prediction and Impact Evaluation of Digital Health Solution Implementations

J. Dinsmore, Tobia Boschi, Francesca Bonin, 2024, 2024 IEEE International Conference on Digital Health (ICDH).

A New Computationally Efficient Algorithm to solve Feature Selection for Functional Data Classification in High-dimensional Spaces

Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, 2024, ICML.