Concepedia

Debora Caldarola

DC

4

Publications

186

Citations

4

H-Index

2021

Active since

Affiliations

Polytechnic University of Turin(Current)

Italian Institute of Technology

Debora Caldarola is an author at Polytechnic University of Turin specializing in knowledge discovery, deep learning, and computer science.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningFederated LearningKnowledge DiscoveryBusinessData MiningData Privacy

Publications per year

2021–2023

4

Publications

4

Cluster-driven Graph Federated Learning over Multiple Domains

Debora Caldarola, Massimiliano Mancini, Fabio Galasso et al. · Institutional Research Information System (Università degli Studi di Trento) · 2021 · 83 citations · Full text

Cluster Computing, Multiple Domains, Engineering +18

FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving

Lidia Fantauzzo, Eros Fanì, Debora Caldarola et al. · 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 2022 · 51 citations

Artificial Intelligence, Engineering, Machine Learning +17

Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning

Donald Shenaj, Eros Faní, Marco Toldo et al. · 2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2023 · 38 citations · Full text

Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients

Riccardo Zaccone, Andrea Rizzardi, Debora Caldarola et al. · 2022 26th International Conference on Pattern Recognition (ICPR) · 2022 · 14 citations

Rows per page

1–4 of 4