On Consensus-Optimality Trade-offs in Collaborative Deep Learning.

Jiang, Zhanhong; Balu, Aditya; Hegde, Chinmay; Sarkar, Soumik

Jiang, Zhanhong; Balu, Aditya; Hegde, Chinmay; Sarkar, Soumik.

Afiliación

Jiang Z; Self-aware Complex Systems Lab, Department of Mechaical Engineering, Iowa State University, Ames, IA, Unitd States.
Balu A; Self-aware Complex Systems Lab, Department of Mechaical Engineering, Iowa State University, Ames, IA, Unitd States.
Hegde C; Tandon School of Engineering, New York University, New York, NY, United States.
Sarkar S; Self-aware Complex Systems Lab, Department of Mechaical Engineering, Iowa State University, Ames, IA, Unitd States.

Front Artif Intell ; 4: 573731, 2021.

Article en En | MEDLINE | ID: mdl-34595470

Palabras clave

collaborative deep learning; consensus-optimality; convergence; distributed optimization; sgd

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Idioma: En Revista: Front Artif Intell Año: 2021 Tipo del documento: Article