An Efficient Semi-smooth Newton Augmented Lagrangian Method for Elastic Net. - Tobia Boschi; Matthew Reimherr; Francesca Chiaromonte (CoRR, 2020)

A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression. - Tobia Boschi; Matthew Reimherr; Francesca Chiaromonte (NeurIPS, 2021)

Automated Feature Selection from Medical Literature. - Alberto Purpura; Tobia Boschi; Francesca Bonin; Rodrigo Ordonez-Hurtado; Natasha Mulligan; Joao H. Bettencourt-Silva; Alessandra Pascale (MedInfo, 2023)

A New Computationally Efficient Algorithm to solve Feature Selection for Functional Data Classification in High-dimensional Spaces. - Tobia Boschi; Francesca Bonin; Rodrigo Ordonez-Hurtado; Alessandra Pascale; Jonathan P. Epperlein (ICML, 2024)

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; Cécile Rousseau; Alessandra Pascale; John Dinsmore (IJCAI, 2024)

Investigating Functional Data Analysis for Wearable Physiological Sensor Data in Stress Evaluation. - Luca Carmisciano; Tobia Boschi; Francesca Chiaromonte; Franca Delmastro; Andrea Vandin (ISCC, 2024)

Feature Selection for Functional Data Classification. - Tobia Boschi; Francesca Bonin; Jonathan Epperlein; Rodrigo Ordonez-Hurtado; Alessandra Pascale (CoRR, 2024)

FAStEN: An Efficient Adaptive Method for Feature Selection and Estimation in High-Dimensional Functional Regressions. - Tobia Boschi; Lorenzo Testa; Francesca Chiaromonte; Matthew Reimherr (J. Comput. Graph. Stat., 2025)

Forging Time Series with Language: A Large Language Model Approach to Synthetic Data Generation. - Cécile Rousseau; Tobia Boschi; Giandomenico Cornacchia; Dhaval Salwala; Alessandra Pascale; Juan Bernabé-Moreno (CoRR, 2025)