Tobia Boschi

According to our database, Tobia Boschi authored at least 14 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

TokaMind: A Multi-Modal Transformer Foundation Model for Tokamak Plasma Dynamics.

Tobia Boschi, Andrea Loreti, Nicola C. Amorisco, Rodrigo Ordonez-Hurtado, Cécile Rousseau, George K. Holt, Eszter Székely, Alexander Whittle, Samuel Jackson, Adriano Agnello, Stanislas Pamela, Alessandra Pascale, Robert Akers, Juan Bernabé-Moreno, Vassil Alexandrov, Mykhaylo Zayats

CoRR, February, 2026

TokaMark: A Comprehensive Benchmark for MAST Tokamak Plasma Models.

Cécile Rousseau, Samuel Jackson, Rodrigo Ordonez-Hurtado, Nicola C. Amorisco, Tobia Boschi, George K. Holt, Andrea Loreti, Eszter Székely, Alexander Whittle, Adriano Agnello, Stanislas Pamela, Alessandra Pascale, Robert Akers, Juan Bernabé-Moreno, Sue Thorne, Mykhaylo Zayats

CoRR, February, 2026

2025

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

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

KITE+: A Knowledge Integration Platform to Support the Development of Multimodal, Large-Scale Data Analytics Applications with Alignment to Modern Data Protection Laws.

Rodrigo Ordonez-Hurtado, Francesca Bonin, Tobia Boschi, Alessandra Pascale

Proceedings of the IEEE International Conference on Digital Health, 2025

2024

Feature Selection for Functional Data Classification.

Tobia Boschi, Francesca Bonin, Jonathan Epperlein, Rodrigo Ordonez-Hurtado, Alessandra Pascale

CoRR, 2024

Investigating Functional Data Analysis for Wearable Physiological Sensor Data in Stress Evaluation.

Luca Carmisciano, Tobia Boschi, Francesca Chiaromonte, Franca Delmastro, Andrea Vandin

Proceedings of the IEEE Symposium on Computers and Communications, 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

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

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

Proceedings of the Forty-first International Conference on Machine Learning, 2024

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

Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Alessandra Pascale, Filipa Teixeira, Isil Coklar Okutkan, Jéssica Morais, Sara Polak, An Jacobs, Julie Doyle, John Dinsmore

Proceedings of the IEEE International Conference on Digital Health, 2024

Predictive Analytics and Digital Health Technologies for High-Risk Infants.

Francesca Bonin, Tobia Boschi, Anirudha Das, Jeffrey L. Rogers, Animesh Tandon

Proceedings of the IEEE International Conference on Digital Health, 2024

2023

Automated Feature Selection from Medical Literature.

Alberto Purpura, Tobia Boschi, Francesca Bonin, Rodrigo Ordonez-Hurtado, Natasha Mulligan, Joao H. Bettencourt-Silva, Alessandra Pascale

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2021

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

Tobia Boschi, Matthew Reimherr, Francesca Chiaromonte

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

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

Tobia Boschi, Matthew Reimherr, Francesca Chiaromonte

CoRR, 2020