Research

Conference Papers

Debora Caldarola, Pietro Cagnasso, Barbara Caputo, Marco Ciccone.
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025.

Mattia Dutto, Gabriele Berton, Debora Caldarola, Eros Fani, Gabriele Trivigno, Carlo Masone.
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop on Federated Learning for Computer Vision (CVPRW), 2024.

Debora Caldarola, Barbara Caputo, Marco Ciccone.
International Conference on Computer Vision Workshop (ICCVW), 2023.

Donald Shenaj*, Eros Fanì*, Marco Toldo, Debora Caldarola, Antonio Tavera, Umberto Michieli, Marco Ciccone, Pietro Zanuttigh, Barbara Caputo.
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2023.

Debora Caldarola*, Barbara Caputo, Marco Ciccone*.
European Conference on Computer Vision (ECCV), 2022.

Lidia Fantauzzo*, Eros Fanì*, Debora Caldarola, Antonio Tavera, Fabio Cermelli, Marco Ciccone, Barbara Caputo.
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2022.

Riccardo Zaccone*, Andrea Rizzardi*, Debora Caldarola, Marco Ciccone, Barbara Caputo.
26th International Conference on Pattern Recognition (ICPR), 2022.

Debora Caldarola, Massimiliano Mancini, Fabio Galasso, Marco Ciccone, Emanuele Rodolà, Barbara Caputo.
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshop on Learning from Limited and Imperfect Data (CVPRW), 2021.

Journals

Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients.
Andrea Silvi*, Andrea Rizzardi*, Debora Caldarola*, Marco Ciccone, Barbara Caputo.
IEEE Access

Master’s Theses

Pietro Cagnasso.
Rel. Barbara Caputo, Debora Caldarola, Marco Ciccone.
Politecnico di Torino, Master's Degree in Data Science and Engineering, 2023.

Luca Marcellino.
Rel. Barbara Caputo, Debora Caldarola, Marco Ciccone.
Politecnico di Torino, Master's Degree in Data Science and Engineering, 2023.

Mattia Dutto.
Rel. Barbara Caputo, Debora Caldarola, Marco Ciccone.
Politecnico di Torino, Master's Degree in Computer Engineering, 2023.

Andrea Rizzardi.
Rel. Barbara Caputo, Debora Caldarola, Marco Ciccone.
Politecnico di Torino, Master's Degree in Data Science and Engineering, 2022.

Andrea Silvi.
Rel. Barbara Caputo, Debora Caldarola, Marco Ciccone.
Politecnico di Torino, Master's Degree in Data Science and Engineering, 2022.

Eros Fanì.
Rel. Barbara Caputo, Debora Caldarola, Fabio Cermelli, Antonio Tavera.
Politecnico di Torino, Master's Degree in Data Science and Engineering, 2021.

Lidia Fantauzzo.
Rel. Barbara Caputo, Debora Caldarola, Fabio Cermelli, Antonio Tavera.
Politecnico di Torino, Master's Degree in Mathematical Engineering, 2021.