Expand and Shrink: Federated Learning with Unlabeled Data Using Clustering.

Kumar, Ajit; Singh, Ankit Kumar; Ali, Syed Saqib; Choi, Bong Jun

Kumar, Ajit; Singh, Ankit Kumar; Ali, Syed Saqib; Choi, Bong Jun.

Afiliación

Kumar A; School of Computer Science and Engineering, Soongsil University, Seoul 06978, Republic of Korea.
Singh AK; School of Computer Science and Engineering, Soongsil University, Seoul 06978, Republic of Korea.
Ali SS; School of Computer Science and Engineering, Soongsil University, Seoul 06978, Republic of Korea.
Choi BJ; School of Computer Science and Engineering, Soongsil University, Seoul 06978, Republic of Korea.

Sensors (Basel) ; 23(23)2023 Nov 25.

Article en En | MEDLINE | ID: mdl-38067775

Palabras clave

Internet of Things; clustering; deep learning; federated learning; labeling; privacy preservation; semi-supervised learning; supervised learning; unlabeled dataset; weak supervision

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Idioma: En Revista: Sensors (Basel) Año: 2023 Tipo del documento: Article