Zobrazeno 1 - 2
of 2
pro vyhledávání: '"Colin Sutcher-Shepard"'
Publikováno v:
CLOUD
Federated learning enables multiple, distributed participants (potentially on different clouds) to collaborate and train machine/deep learning models by sharing parameters/gradients. However, sharing gradients, instead of centralizing data, may not b
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3446906a8ba3a3a19ae53a1b97d75aea
https://doi.org/10.1109/cloud49709.2020.00039
https://doi.org/10.1109/cloud49709.2020.00039
Stochastic gradient methods (SGMs) are the predominant approaches to train deep learning models. The adaptive versions (e.g., Adam and AMSGrad) have been extensively used in practice, partly because they achieve faster convergence than the non-adapti
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1f8c75cf749f352e97ab8afe180208b4
http://arxiv.org/abs/2002.09095
http://arxiv.org/abs/2002.09095
