Archivio Istituzionale della RicercaCICCONE, MARCO
Communication-Efficient Heterogeneous Federated Learning with Generalized Heavy-Ball Momentum
2025 Zaccone, Riccardo; Praneeth Karimireddy, Sai; Masone, Carlo; Ciccone, Marco
Domain generalization using action sequences for egocentric action recognition
2025 Nasirimajd, Amirshayan; Plizzari, Chiara; Peirone, Simone Alberto; Ciccone, Marco; Averta, Giuseppe; Caputo, Barbara
Efficient Model Editing with Task-Localized Sparse Fine-tuning
2025 Iurada, Leonardo; Ciccone, Marco; Tommasi, Tatiana
Improving Deep Neural Network Reliability via Transient-Fault-Aware Design and Training
2025 Fernandes Dos Santos, Fernando; Cavagnero, Niccolo; Ciccone, Marco; Averta, Giuseppe; Kritikakou, Angeliki; Sentieys, Olivier; Rech, Paolo; Tommasi, Tatiana
Interaction-Aware Gaussian Weighting for Clustered Federated Learning
2025 Licciardi, Alessandro; Leo, Davide; Fanì, Eros; Caputo, Barbara; Ciccone, Marco
Resource-Efficient Personalization in Federated Learning with Closed-Form Classifiers
2025 Fani, Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco
Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients
2024 Silvi, Andrea; Rizzardi, Andrea; Caldarola, Debora; Caputo, Barbara; Ciccone, Marco
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers
2024 Fanì, Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning
2024 Iurada, Leonardo; Ciccone, Marco; Tommasi, Tatiana
PEM: Prototype-Based Efficient MaskFormer for Image Segmentation
2024 Cavagnero, Niccolo; Rosi, Gabriele; Cuttano, Claudia; Pistilli, Francesca; Ciccone, Marco; Averta, Giuseppe; Cermelli, Fabio
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
Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning
2023 Caldarola, Debora; Caputo, Barbara; Ciccone, Marco
A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving
2022 Carminati, Luca; Cacciamani, Federico; Ciccone, Marco; Gatti, Nicola
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
Improving Generalization in Federated Learning by Seeking Flat Minima
2022 Caldarola, Debora; Caputo, Barbara; Ciccone, Marco
Incremental Learning in Semantic Segmentation from Image Labels
2022 Cermelli, Fabio; Fontanel, Dario; Tavera, Antonio; Ciccone, Marco; Caputo, Barbara
Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients
2022 Zaccone, Riccardo; Rizzardi, Andrea; Caldarola, Debora; Ciccone, Marco; Caputo, Barbara
Transient-fault-aware design and training to enhance DNNs reliability with zero-overhead
2022 Cavagnero, Niccolo'; Dos Santos, Fernando; Ciccone, Marco; Averta, GIUSEPPE BRUNO; Tommasi, Tatiana; Rech, Paolo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Communication-Efficient Heterogeneous Federated Learning with Generalized Heavy-Ball Momentum / Zaccone, R., Praneeth Karimireddy, S., Masone, C., Ciccone, M.. - In: TRANSACTIONS ON MACHINE LEARNING RESEARCH. - ISSN 2835-8856. - ELETTRONICO. - (2025). | 1-gen-2025 | Riccardo ZacconeCarlo MasoneMarco Ciccone + | GHBM_TMLR_2025.pdf |
| Domain generalization using action sequences for egocentric action recognition / Nasirimajd, A., Plizzari, C., Peirone, S.A., Ciccone, M., Averta, G., Caputo, B.. - In: PATTERN RECOGNITION LETTERS. - ISSN 0167-8655. - ELETTRONICO. - 196:(2025), pp. 213-220. [10.1016/j.patrec.2025.06.010] | 1-gen-2025 | Nasirimajd, AmirshayanPlizzari, ChiaraPeirone, Simone AlbertoCiccone, MarcoAverta, GiuseppeCaputo, Barbara | 1-s2.0-S0167865525002387-main.pdf |
| Efficient Model Editing with Task-Localized Sparse Fine-tuning / Iurada, L., Ciccone, M., Tommasi, T.. - (2025). (International Conference on Learning Representations Singapore (SGP) Apr 24 – 28th, 2025). | 1-gen-2025 | Leonardo IuradaMarco CicconeTatiana Tommasi | 7582_Efficient_Model_Editing_w-8.pdf |
| Improving Deep Neural Network Reliability via Transient-Fault-Aware Design and Training / Fernandes Dos Santos, F., Cavagnero, N., Ciccone, M., Averta, G., Kritikakou, A., Sentieys, O., Rech, P., Tommasi, T.. - In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING. - ISSN 2168-6750. - 13:3(2025), pp. 829-840. [10.1109/TETC.2024.3520672] | 1-gen-2025 | Niccolo CavagneroMarco CicconeGiuseppe AvertaOlivier SentieysPaolo RechTatiana Tommasi + | tetc_2023_diehardnet.pdf; Improving_Deep_Neural_Network_Reliability_via_Transient-Fault-Aware_Design_and_Training.pdf |
| Interaction-Aware Gaussian Weighting for Clustered Federated Learning / Licciardi, A., Leo, D., Fanì, E., Caputo, B., Ciccone, M.. - ELETTRONICO. - 267:(2025), pp. 1-25. (42nd International Conference on Machine Learning (ICML 2025) Vancouver (Canada) 13/07/2025 - 19/07/2025). | 1-gen-2025 | Alessandro LicciardiDavide LeoBarbara CaputoMarco Ciccone + | fedgwc_camera_ready_def.pdf |
| Resource-Efficient Personalization in Federated Learning with Closed-Form Classifiers / Fani, E., Camoriano, R., Caputo, B., Ciccone, M.. - In: IEEE ACCESS. - ISSN 2169-3536. - 13:(2025), pp. 61928-61957. [10.1109/ACCESS.2025.3556587] | 1-gen-2025 | Fani, ErosCamoriano, RaffaelloCaputo, BarbaraCiccone, Marco | Resource-Efficient_Personalization_in_Federated_Learning_With_Closed-Form_Classifiers.pdf |
| Accelerating Federated Learning via Sequential Training of Grouped Heterogeneous Clients / Silvi, A., Rizzardi, A., Caldarola, D., Caputo, B., Ciccone, M.. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 57043-57058. [10.1109/ACCESS.2024.3387453] | 1-gen-2024 | Caldarola, DeboraCaputo, BarbaraCiccone, Marco + | FedSeq___IEEE_Open_Access___Main_manuscript (1).pdf; Accelerating_Federated_Learning_via_Sequential_Training_of_Grouped_Heterogeneous_Clients.pdf |
| Accelerating Heterogeneous Federated Learning with Closed-form Classifiers / Fanì, Eros; Camoriano, Raffaello; Caputo, Barbara; Ciccone, Marco. - ELETTRONICO. - 235:(2024), pp. 13029-13048. ( Forty-first International Conference on Machine Learning (ICML) Wien, Austria July 21 - July 27, 2024). | 1-gen-2024 | Fanì,ErosCamoriano,RaffaelloCaputo,BarbaraCiccone,Marco | fani-24a.pdf |
| Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning / Iurada, L., Ciccone, M., Tommasi, T.. - (2024), pp. 16142-16151. (Conference on Computer Vision and Pattern Recognition (CVPR), 2024 Seattle, WA (USA) 16-22 June 2024) [10.1109/CVPR52733.2024.01528]. | 1-gen-2024 | Leonardo IuradaMarco CicconeTatiana Tommasi | Iurada_Finding_Lottery_Tickets_in_Vision_Models_via_Data-driven_Spectral_Foresight_CVPR_2024_paper.pdf; Finding_Lottery_Tickets_in_Vision_Models_via_Data-Driven_Spectral_Foresight_Pruning.pdf |
| PEM: Prototype-Based Efficient MaskFormer for Image Segmentation / Cavagnero, N., Rosi, G., Cuttano, C., Pistilli, F., Ciccone, M., Averta, G., Cermelli, F.. - ELETTRONICO. - 34:(2024), pp. 15804-15813. (Conference on Computer Vision and Pattern Recognition (CVPR) Seattle WA (USA) 16-22 June 2024) [10.1109/cvpr52733.2024.01496]. | 1-gen-2024 | Cavagnero, NiccoloRosi, GabrieleCuttano, ClaudiaPistilli, FrancescaCiccone, MarcoAverta, GiuseppeCermelli, Fabio | Cavagnero_PEM_Prototype-based_Efficient_MaskFormer_for_Image_Segmentation_CVPR_2024_paper.pdf; PEM_Prototype-Based_Efficient_MaskFormer_for_Image_Segmentation.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. ( Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS 2023 New Orleans, LA (USA) 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', E., Ciccone, M., Caputo, B.. - ELETTRONICO. - (2023), pp. 81-84. (2023 I-RIM Conference Roma (ITA) 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, D., Fani, E., Toldo, M., Caldarola, D., Tavera, A., Michieli, U., Ciccone, M., Zanuttigh, P., Caputo, B.. - (2023), pp. 444-454. (IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Waikoloa, Hawaii (USA) 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 |
| Window-based Model Averaging Improves Generalization in Heterogeneous Federated Learning / Caldarola, D., Caputo, B., Ciccone, M.. - ELETTRONICO. - (2023), pp. 2255-2263. (International Conference on Computer Vision Workshop 2023 Parigi (FR) 02-06 October 2023) [10.1109/ICCVW60793.2023.00240]. | 1-gen-2023 | Caldarola, DeboraCaputo, BarbaraCiccone, Marco | Caldarola_Window-Based_Model_Averaging_Improves_Generalization_in_Heterogeneous_Federated_Learning_ICCVW_2023_paper.pdf; Window-based_Model_Averaging_Improves_Generalization_in_Heterogeneous_Federated_Learning.pdf |
| A Marriage between Adversarial Team Games and 2-player Games: Enabling Abstractions, No-regret Learning, and Subgame Solving / Carminati, L., Cacciamani, F., Ciccone, M., Gatti, N.. - 162:(2022), pp. 2638-2657. (39th International Conference on Machine Learning Baltimore, Maryland (USA) 17-23 July 2022). | 1-gen-2022 | Carminati, LucaCiccone, Marco + | carminati22a.pdf |
| FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving / Fantauzzo, L., Fani', E., Caldarola, D., Tavera, A., Cermelli, F., Ciccone, M., Caputo, B.. - (2022), pp. 11504-11511. (2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2022) Kyoto (JPN) 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 |
| Improving Generalization in Federated Learning by Seeking Flat Minima / Caldarola, D., Caputo, B., Ciccone, M.. - XXIII:(2022), pp. 654-672. (Computer Vision–ECCV 2022: 17th European Conference Tel Aviv 23-27 Ottobre 2022) [10.1007/978-3-031-20050-2_38]. | 1-gen-2022 | Caldarola,DeboraCaputo,BarbaraCiccone,Marco | 2203.11834.pdf; 978-3-031-20050-2_38.pdf |
| Incremental Learning in Semantic Segmentation from Image Labels / Cermelli, F., Fontanel, D., Tavera, A., Ciccone, M., Caputo, B.. - ELETTRONICO. - Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition:(2022), pp. 4361-4371. (Conference on Computer Vision and Pattern Recognition 2022 New Orleans, Louisiana (USA) 18-24 June 2022) [10.1109/CVPR52688.2022.00433]. | 1-gen-2022 | Fabio CermelliDario FontanelAntonio TaveraMarco CicconeBarbara Caputo | 2112.01882.pdf; Incremental_Learning_in_Semantic_Segmentation_from_Image_Labels.pdf |
| Speeding up Heterogeneous Federated Learning with Sequentially Trained Superclients / Zaccone, R., Rizzardi, A., Caldarola, D., Ciccone, M., Caputo, B.. - (2022), pp. 3376-3382. (26th International Conference on Pattern Recognition (ICPR) Montréal, Québec (Canada) 21-25 August 2022) [10.1109/ICPR56361.2022.9956084]. | 1-gen-2022 | Riccardo ZacconeDebora CaldarolaMarco CicconeBarbara Caputo + | 2201.10899.pdf; Speeding_up_Heterogeneous_Federated_Learning_with_Sequentially_Trained_Superclients.pdf |
| Transient-fault-aware design and training to enhance DNNs reliability with zero-overhead / Cavagnero, N., Dos Santos, F., Ciccone, M., Averta, G.B., Tommasi, T., Rech, P.. - ELETTRONICO. - (2022). (IOLTS - The 28th IEEE International Symposium on On-Line Testing and Robust System Design Torino (ITA) 12-14 Settembre 2022) [10.1109/IOLTS56730.2022.9897813]. | 1-gen-2022 | Niccolo' CavagneroMarco CicconeGiuseppe AvertaTatiana Tommasi + | iolts_2022.pdf; Transient-Fault-Aware_Design_and_Training_to_Enhance_DNNs_Reliability_with_Zero-Overhead.pdf |