Search Results for author: Scott Anthony Sisson

Found 4 papers, 1 papers with code

Binary Space Partitioning Forests

no code implementations22 Mar 2019 Xuhui Fan, Bin Li, Scott Anthony Sisson

The Binary Space Partitioning~(BSP)-Tree process is proposed to produce flexible 2-D partition structures which are originally used as a Bayesian nonparametric prior for relational modelling.

regression

The Binary Space Partitioning-Tree Process

no code implementations22 Mar 2019 Xuhui Fan, Bin Li, Scott Anthony Sisson

The Mondrian process represents an elegant and powerful approach for space partition modelling.

Rectangular Bounding Process

1 code implementation NeurIPS 2018 Xuhui Fan, Bin Li, Scott Anthony Sisson

Stochastic partition models divide a multi-dimensional space into a number of rectangular regions, such that the data within each region exhibit certain types of homogeneity.

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