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Research Assistant
Department of Control and Computer Engineering (DAUIN)
Publications
Latest publications View all publications in Porto@Iris
- Fanì, Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco (In stampa)
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers. In: Forty-first International Conference on Machine Learning, pp. 1-20
Contributo in Atti di Convegno (Proceeding) - Silvi, Andrea; Rizzardi, Andrea; Caldarola, Debora; Caputo, Barbara; Ciccone, Marco (In stampa)
Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients. In: IEEE ACCESS. ISSN 2169-3536
Contributo su Rivista - Fani', Eros; Ciccone, Marco; Caputo, Barbara (In stampa)
FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving. In: Italian Institute of Robotics and Intelligent Machines (2023 I-RIM Conference), Roma, 20-22 ottobre 2023, pp. 1-4
Contributo in Atti di Convegno (Proceeding) - Iurada, Leonardo; Ciccone, Marco; Tommasi, Tatiana (2024)
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning. In: Conference on Computer Vision and Pattern Recognition (CVPR), 2024, Seattle, pp. 16142-16151
Contributo in Atti di Convegno (Proceeding) - Fani', Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco (2023)
Fed3R: Recursive Ridge Regression for Federated Learning with strong pre-trained models. In: Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS 2023, New Orleans, LA (USA), Dec 16 2023, pp. 1-19
Contributo in Atti di Convegno (Proceeding)