A generalization of hierarchical exchangeability on trees to directed acyclic graphs
Motivated by the problem of designing inference-friendly Bayesian nonparametric models in probabilistic programming languages, we introduce a general class of partially exchangeable random arrays which generalizes the notion of hierarchical exchangeability introduced in Austin and Panchenko (2014)....
Main Authors: | , , , |
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Format: | Journal article |
Language: | English |
Published: |
ENS Rennes
2021
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