Skip to yearly menu bar Skip to main content


Poster

The Mondrian Process

Daniel Roy · Yee Whye Teh


Abstract:

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 Sethuraman1994 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.

Live content is unavailable. Log in and register to view live content