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Learning Scalable Deep Kernels with Recurrent Structure

Many applications in speech, robotics, finance, and biology deal with sequential data, where ordering matters and recurrent structures are common. However, this structure cannot be easily captured by standard kernel functions. To model such structure, we propose expressive closed-form kernel functio...

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Detalles Bibliográficos
Autores principales: Al-Shedivat, Maruan, Wilson, Andrew Gordon, Saatchi, Yunus, Hu, Zhiting, Xing, Eric P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6334642/
https://www.ncbi.nlm.nih.gov/pubmed/30662374