Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Ghadir Ayache"'
Publikováno v:
IEEE Journal on Selected Areas in Communications. 41:929-940
We consider the problem of a Parameter Server (PS) that wishes to learn a model that fits data distributed on the nodes of a graph. We focus on Federated Learning (FL) as a canonical application. One of the main challenges of FL is the communication
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::299e4b3fa9023437e168e6b93ef5c995
https://doi.org/10.1109/jsac.2023.3244250
https://doi.org/10.1109/jsac.2023.3244250
Publikováno v:
2022 56th Asilomar Conference on Signals, Systems, and Computers.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::124527dce737c827229c9e508bf37181
https://doi.org/10.1109/ieeeconf56349.2022.10051882
https://doi.org/10.1109/ieeeconf56349.2022.10051882
Autor:
Ghadir Ayache, Salim El Rouayheb
Publikováno v:
IPDPS Workshops
We design a new variant of the stochastic gradient descent algorithm applied for learning a global model based on the data distributed over the nodes of a network. Motivated by settings such as in decentralized learning, we suppose that one special n
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::27329fe9727b689029769e57703ddb08
https://doi.org/10.1109/ipdpsw.2019.00157
https://doi.org/10.1109/ipdpsw.2019.00157
Publikováno v:
19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2018)
19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2018), Jun 2018, Kalamata Greece. ⟨10.1109/spawc.2018.8445949⟩
2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)
2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Jun 2018, Kalamata, France. pp.1-5, ⟨10.1109/SPAWC.2018.8445949⟩
SPAWC
19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC 2018), Jun 2018, Kalamata Greece. ⟨10.1109/spawc.2018.8445949⟩
2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)
2018 IEEE 19th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Jun 2018, Kalamata, France. pp.1-5, ⟨10.1109/SPAWC.2018.8445949⟩
SPAWC
International audience; We consider a distributed resource allocation problem in a multicarrier multi-user MIMO network where multiple transmitter-receiver links interfere among each other. Each user aims to maximize its own energy efficiency by adju
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::bca01d7d5f75e9d481170db7d9669e1b
https://hal.archives-ouvertes.fr/hal-01804897
https://hal.archives-ouvertes.fr/hal-01804897
