Archivio Istituzionale della RicercaMALAN, ERICH
MALAN, ERICH
Dipartimento di Automatica e Informatica
053740
Mostra
records
Risultati 1 - 4 di 4 (tempo di esecuzione: 0.011 secondi).
FedAGF: Adaptive Concurrency via Gradient Feedback for Mitigating Extreme Label Skew in Budget-Constrained Federated Learning
2026 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
Refined Two-Sided Learning Rate Tuning for Robust Evaluation in Federated Learning
2026 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning
2024 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo
Communication-Efficient Federated Learning with Gradual Layer Freezing
2023 Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| FedAGF: Adaptive Concurrency via Gradient Feedback for Mitigating Extreme Label Skew in Budget-Constrained Federated Learning / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS. - ISSN 1549-8328. - ELETTRONICO. - (2026), pp. 1-14. [10.1109/tcsi.2026.3663070] | 1-gen-2026 | Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, Enrico | main_final.pdf |
| Refined Two-Sided Learning Rate Tuning for Robust Evaluation in Federated Learning / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - In: IEEE TRANSACTIONS ON ARTIFICIAL INTELLIGENCE. - ISSN 2691-4581. - 7:2(2026), pp. 906-917. [10.1109/TAI.2025.3585090] | 1-gen-2026 | Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, Enrico | TAI25_R1_FL_Learning_Rate___Final_Files.pdf; Refined_Two-Sided_Learning_Rate_Tuning_for_Robust_Evaluation_in_Federated_Learning.pdf |
| Automatic Layer Freezing for Communication Efficiency in Cross-Device Federated Learning / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico; Montuschi, Paolo. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 11:4(2024), pp. 6072-6083. [10.1109/JIOT.2023.3309691] | 1-gen-2024 | Malan, ErichPeluso, ValentinoCalimera, AndreaMacii, EnricoMontuschi, Paolo | Automatic_Layer_Freezing_for_Communication_Efficiency_in_Cross-Device_Federated_Learning.pdf; Automatic_Layer_Freezing_for_Communication_Efficiency_in_Cross-Device_Federated_Learning.pdf |
| Communication-Efficient Federated Learning with Gradual Layer Freezing / Malan, Erich; Peluso, Valentino; Calimera, Andrea; Macii, Enrico. - In: IEEE EMBEDDED SYSTEMS LETTERS. - ISSN 1943-0663. - 15:1(2023), pp. 25-28. [10.1109/LES.2022.3190682] | 1-gen-2023 | Erich MalanValentino PelusoAndrea CalimeraEnrico Macii | main.pdf; Communication-Efficient_Federated_Learning_With_Gradual_Layer_Freezing.pdf |