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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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Detalhes bibliográficos
Publicado no:J Mach Learn Res
Main Authors: Al-Shedivat, Maruan, Wilson, Andrew Gordon, Saatchi, Yunus, Hu, Zhiting, Xing, Eric P.
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6334642/
https://ncbi.nlm.nih.gov/pubmed/30662374
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