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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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Podrobná bibliografie
Vydáno v:J Mach Learn Res
Hlavní autoři: Al-Shedivat, Maruan, Wilson, Andrew Gordon, Saatchi, Yunus, Hu, Zhiting, Xing, Eric P.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2017
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6334642/
https://ncbi.nlm.nih.gov/pubmed/30662374
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