Zobrazeno 1 - 10
of 17
pro vyhledávání: '"Guerra, Elia"'
Autor:
Dhasade, Akash, Dini, Paolo, Guerra, Elia, Kermarrec, Anne-Marie, Miozzo, Marco, Pires, Rafael, Sharma, Rishi, de Vos, Martijn
Decentralized learning (DL) offers a powerful framework where nodes collaboratively train models without sharing raw data and without the coordination of a central server. In the iterative rounds of DL, models are trained locally, shared with neighbo
Externí odkaz:
http://arxiv.org/abs/2407.01283
Blockchain promises to enhance distributed machine learning (ML) approaches such as federated learning (FL) by providing further decentralization, security, immutability, and trust, which are key properties for enabling collaborative intelligence in
Externí odkaz:
http://arxiv.org/abs/2310.07471
Autor:
Perifanis, Vasileios, Pavlidis, Nikolaos, Yilmaz, Selim F., Wilhelmi, Francesc, Guerra, Elia, Miozzo, Marco, Efraimidis, Pavlos S., Dini, Paolo, Koutsiamanis, Remous-Aris
Cellular traffic prediction is a crucial activity for optimizing networks in fifth-generation (5G) networks and beyond, as accurate forecasting is essential for intelligent network design, resource allocation and anomaly mitigation. Although machine
Externí odkaz:
http://arxiv.org/abs/2309.10645
Federated learning is one of the most appealing alternatives to the standard centralized learning paradigm, allowing a heterogeneous set of devices to train a machine learning model without sharing their raw data. However, it requires a central serve
Externí odkaz:
http://arxiv.org/abs/2209.07124
Federated learning (FL), thanks in part to the emergence of the edge computing paradigm, is expected to enable true real-time applications in production environments. However, its original dependence on a central server for orchestration raises sever
Externí odkaz:
http://arxiv.org/abs/2205.10201
Publikováno v:
In Computer Networks May 2024 245
Federated learning is one of the most appealing alternatives to the standard centralized learning paradigm, allowing a heterogeneous set of devices to train a machine learning model without sharing their raw data. However, it requires a central serve
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c29cd81e4a0fbd9d1e5c1afb1714903c
http://arxiv.org/abs/2209.07124
http://arxiv.org/abs/2209.07124
Publikováno v:
Experimental Dermatology. Sep2023 Supplement 1, Vol. 32, p9-156. 148p.
The Nagoya Protocol on Access and Benefit-sharing is an innovative multilateral environmental agreement that has significantly developed the international biodiversity regime. In addition, it has considerable implications for the rights of indigenous
Autor:
Gianni Vacchelli
I Vivi è un romanzo-trilogia che pone al centro i bambini e l'infanzia, sebbene sia scritto soprattutto per i “grandi”. Il libro è una riscrittura del capolavorotrilogia di Eschilo, l'Orestea, attraverso lo sguardo comico dei piccoli, che tutto