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A Distributed Coordinate Descent Algorithm for Learning Factorization Machine

Although much effort has been made to implement Factorization Machine (FM) on distributed frameworks, most of them achieve bad model performance or low efficiency. In this paper, we propose a new distributed block coordinate descent algorithm to learn FM. In addition, a distributed pre-computation m...

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Detalles Bibliográficos
Autores principales: Zhao, Kankan, Zhang, Jing, Zhang, Liangfu, Li, Cuiping, Chen, Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7206326/
http://dx.doi.org/10.1007/978-3-030-47436-2_66