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Resource-Efficient Personalization in Federated Learning with Closed-Form Classifiers
In corso di stampa Fani, Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers
2024 Fanì, Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco
Collaborative Visual Place Recognition through Federated Learning
2024 Dutto, Mattia; Berton, Gabriele; Caldarola, Debora; Fani, Eros; Trivigno, Gabriele; Masone, Carlo
Fed3R: Recursive Ridge Regression for Federated Learning with strong pre-trained models
2023 Fani', Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco
FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving
2023 Fani', Eros; Ciccone, Marco; Caputo, Barbara
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning
2023 Shenaj, Donald; Fani, Eros; Toldo, Marco; Caldarola, Debora; Tavera, Antonio; Michieli, Umberto; Ciccone, Marco; Zanuttigh, Pietro; Caputo, Barbara
FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving
2022 Fantauzzo, Lidia; Fani', Eros; Caldarola, Debora; Tavera, Antonio; Cermelli, Fabio; Ciccone, Marco; Caputo, Barbara
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Resource-Efficient Personalization in Federated Learning with Closed-Form Classifiers / Fani, Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco. - In: IEEE ACCESS. - ISSN 2169-3536. - (In corso di stampa). | In corso di stampa | Fani, ErosCamoriano, RaffaelloCaputo, BarbaraCiccone, Marco | - |
| Accelerating Heterogeneous Federated Learning with Closed-form Classifiers / Fanì, Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco. - ELETTRONICO. - 235:(2024), pp. 13029-13048. (Intervento presentato al convegno Forty-first International Conference on Machine Learning (ICML) tenutosi a Wien, Austria nel July 21 - July 27, 2024). | 1-gen-2024 | Fanì,ErosCamoriano,RaffaelloCaputo,BarbaraCiccone,Marco | fani-24a.pdf |
| Collaborative Visual Place Recognition through Federated Learning / Dutto, Mattia; Berton, Gabriele; Caldarola, Debora; Fani, Eros; Trivigno, Gabriele; Masone, Carlo. - (2024), pp. 4215-4225. (Intervento presentato al convegno IEEE / CVF Computer Vision and Pattern Recognition Conference Workshop tenutosi a Seattle (USA) nel 17-18 June 2024) [10.1109/CVPRW63382.2024.00425]. | 1-gen-2024 | Dutto, MattiaBerton, GabrieleCaldarola, DeboraFani, ErosTrivigno, GabrieleMasone, Carlo | Dutto_Collaborative_Visual_Place_Recognition_through_Federated_Learning_CVPRW_2024_paper.pdf; Collaborative_Visual_Place_Recognition_through_Federated_Learning.pdf |
| Fed3R: Recursive Ridge Regression for Federated Learning with strong pre-trained models / Fani', Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco. - ELETTRONICO. - 1:(2023), pp. 1-19. (Intervento presentato al convegno Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS 2023 tenutosi a New Orleans, LA (USA) nel Dec 16 2023). | 1-gen-2023 | Fani', ErosCamoriano, RaffaelloCaputo, BarbaraCiccone, Marco | 55_fed3r_recursive_ridge_regressi.pdf |
| FedDrive v2: an Analysis of the Impact of Label Skewness in Federated Semantic Segmentation for Autonomous Driving / Fani', Eros; Ciccone, Marco; Caputo, Barbara. - ELETTRONICO. - (2023), pp. 81-84. (Intervento presentato al convegno 2023 I-RIM Conference tenutosi a Roma (ITA) nel 20-22 ottobre 2023) [10.5281/zenodo.10722478]. | 1-gen-2023 | Eros Fani'Marco CicconeBarbara Caputo | file.pdf |
| Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning / Shenaj, Donald; Fani, Eros; Toldo, Marco; Caldarola, Debora; Tavera, Antonio; Michieli, Umberto; Ciccone, Marco; Zanuttigh, Pietro; Caputo, Barbara. - (2023), pp. 444-454. (Intervento presentato al convegno IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) tenutosi a Waikoloa, Hawaii (USA) nel 02-07 January 2023) [10.1109/WACV56688.2023.00052]. | 1-gen-2023 | Fani,ErosCaldarola,DeboraTavera,AntonioCiccone,MarcoCaputo,Barbara + | Learning_Across_Domains_and_Devices_Style-Driven_Source-Free_Domain_Adaptation_in_Clustered_Federated_Learning.pdf; 2210.02326_compressed.pdf |
| FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving / Fantauzzo, Lidia; Fani', Eros; Caldarola, Debora; Tavera, Antonio; Cermelli, Fabio; Ciccone, Marco; Caputo, Barbara. - (2022), pp. 11504-11511. (Intervento presentato al convegno 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022) tenutosi a Kyoto (JPN) nel 23-27 October 2022) [10.1109/IROS47612.2022.9981098]. | 1-gen-2022 | Fantauzzo,LidiaFani',ErosCaldarola,DeboraTavera,AntonioCermelli,FabioCiccone,MarcoCaputo,Barbara | FedDrive__Generalizing_Federated_Learning_to_Semantic_Segmentation_in_Autonomous_Driving.pdf; FedDrive_Generalizing_Federated_Learning_to_Semantic_Segmentation_in_Autonomous_Driving.pdf |