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)....

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Bibliographic Details
Main Authors: Jung, P, Lee, J, Staton, S, Yang, H
Format: Journal article
Language:English
Published: ENS Rennes 2021