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Aug, 2020
神经过程引导机器学习
Bootstrapping Neural Processes
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Juho Lee, Yoonho Lee, Jungtaek Kim, Eunho Yang, Sung Ju Hwang...
TL;DR
提出一种基于引导法的神经过程扩展方法Boostrapping Neural Process(BNP),可以在不假设特定形式情况下,学习NPs中的随机性,且在各类型数据中表现出良好的鲁棒性和稳健性
Abstract
Unlike in the traditional statistical modeling for which a user typically hand-specify a prior,
neural processes
(NPs) implicitly define a broad class of
stochastic processes
with neural networks. Given a data st
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