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Stochastic geometry to generalize the Mondrian Process

SIAM Journal on Mathematics of Data Science (SIMODS), 2020

3 February 2020

Eliza O'Reilly

N. Tran

ArXiv (abs)PDF HTML

Papers citing "Stochastic geometry to generalize the Mondrian Process"

8 / 8 papers shown

The Star Geometry of Critic-Based Regularizer LearningNeural Information Processing Systems (NeurIPS), 2024

419

29 Aug 2024

TrIM: Transformed Iterative Mondrian Forests for Gradient-based Dimension Reduction and High-Dimensional Regression

Ricardo Baptista

Eliza O'Reilly

Yangxinyu Xie

310

13 Jul 2024

Statistical Advantages of Oblique Randomized Decision Trees and Forests

Eliza O'Reilly

235

02 Jul 2024

Inference with Mondrian Random Forests

M. D. Cattaneo

Jason M. Klusowski

W. Underwood

690

15 Oct 2023

Minimax Rates for High-Dimensional Random Tessellation ForestsJournal of machine learning research (JMLR), 2021

Eliza O'Reilly

N. Tran

396

22 Sep 2021

Smoothing and adaptation of shifted Pólya Tree ensembles

Thibault Randrianarisoa

372

23 Oct 2020

Online Binary Space Partitioning ForestsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2020

Xuhui Fan

Bin Li

Scott A. Sisson

205

29 Feb 2020

Bayesian Nonparametric Space Partitions: A SurveyInternational Joint Conference on Artificial Intelligence (IJCAI), 2020

483

26 Feb 2020