Geometry- and Accuracy-Preserving Random Forest Proximities

Geometry- and Accuracy-Preserving Random Forest Proximities

29 January 2022

Kevin R. Moon

Papers citing "Geometry- and Accuracy-Preserving Random Forest Proximities"

10 / 10 papers shown

Title
Random Forest Autoencoders for Guided Representation Learning Adrien Aumon Shuang Ni Myriam Lizotte Guy Wolf Kevin R. Moon Jake S. Rhodes 126 0 0 18 Feb 2025
Forest Proximities for Time Series Ben Shaw Jake S. Rhodes Soukaina Filali Boubrahimi Kevin R. Moon AI4TS 51 0 0 04 Oct 2024
Extendable and invertible manifold learning with geometry regularized autoencoders Andres F. Duque Sacha Morin Guy Wolf Kevin R. Moon 73 25 0 14 Jul 2020
A Novel Random Forest Dissimilarity Measure for Multi-View Learning Hongliu Cao Simon Bernard R. Sabourin L. Heutte 27 8 0 06 Jul 2020
Visualizing High Dimensional Dynamical Processes Andres F. Duque Guy Wolf Kevin R. Moon DiffM AI4TS 28 13 0 25 Jun 2019
Explicating feature contribution using Random Forest proximity distances Leanne S. Whitmore Anthe George Corey M. Hudson FAtt 24 7 0 17 Jul 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 154 9,409 0 09 Feb 2018
To tune or not to tune the number of trees in random forest? Philipp Probst A. Boulesteix 59 390 0 16 May 2017
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R Marvin N. Wright A. Ziegler 259 2,776 0 18 Aug 2015
The Random Forest Kernel and other kernels for big data from random partitions Alex O. Davies Zoubin Ghahramani 156 66 0 18 Feb 2014