BriefGPT.xyz
Mar, 2020
跨域和多输出高斯过程的框架
A Framework for Interdomain and Multioutput Gaussian Processes
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Mark van der Wilk, Vincent Dutordoir, ST John, Artem Artemev, Vincent Adam...
TL;DR
该论文提出了一个适用于大规模问题的高斯过程的数学和软件框架，该框架结合了跨域近似和多输出，能够简化使用GPs创建深层模型的过程。
Abstract
One obstacle to the use of
gaussian processes
(GPs) in large-scale problems, and as a component in
deep learning system
, is the need for bespoke derivations and implementations for small variations in the model o
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