The Mondrian Process

author: Daniel Roy, Linguistics and Philosophy, Massachusetts Institute of Technology, MIT
published: Aug. 4, 2008,   recorded: July 2008,   views: 5980

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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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