Assegnista di Ricerca
Dipartimento di Automatica e Informatica (DAUIN)
Pubblicazioni
Pubblicazioni più recenti Vedi tutte le pubblicazioni su Porto@Iris
- 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) - Caldarola, Debora; Caputo, Barbara; Ciccone, Marco (2023)
Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning. In: International Conference on Computer Vision Workshop 2023, Parigi (FR), 02-06 October 2023, pp. 2255-2263. ISBN: 979-8-3503-0744-3
Contributo in Atti di Convegno (Proceeding) - Carminati, Luca; Cacciamani, Federico; Ciccone, Marco; Gatti, Nicola (2022)
A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving. In: 39th International Conference on Machine Learning, Baltimore, Maryland (USA), 17-23 July 2022, pp. 2638-2657
Contributo in Atti di Convegno (Proceeding) - Cavagnero, Niccolo'; Dos Santos, Fernando; Ciccone, Marco; Averta, GIUSEPPE BRUNO; ... (2022)
Transient-fault-aware design and training to enhance DNNs reliability with zero-overhead. In: IOLTS - The 28th IEEE International Symposium on On-Line Testing and Robust System Design, Torino (ITA), 12-14 Settembre 2022
Contributo in Atti di Convegno (Proceeding)