Might mean (unverified): Prior distribution for other priors.
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We found 2 dictionaries that define the word hyperprior:

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  1. hyperprior: Wiktionary
  2. Hyperprior: Wikipedia, the Free Encyclopedia

Definitions from Wiktionary (hyperprior)

noun:  (mathematics) A prior distribution on a hyperparameter.

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