The Mondrian Process
author:
Daniel Roy,
Linguistics and Philosophy, Massachusetts Institute of Technology
Description
We describe a novel stochastic process that
can be used to construct a multidimensional
generalization of the stick-breaking process
and which is related to the classic stick breaking
process described by Sethuraman [1994]
in one dimension. We describe how the process
can be applied to relational data modeling
using the de Finetti representation for
infinitely and partially exchangeable arrays.
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