The Mondrian process

We describe a novel class of distributions, called Mondrian processes, which can be interpreted as probability distributions over κd-tree data structures. Mondrian processes are multidimensional generalizations of Poisson processes and this connection allows us to construct multidimensional generali...

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Bibliographic Details
Main Authors: Roy, D, Teh, Y
Format: Journal article
Language:English
Published: 2009