UMAP: Uniform Manifold Approximation and Projection.

Leland McInnes John Healy Nathaniel Saul Lukas Großberger

Published in: J. Open Source Softw. (2018)

Keyphrases

uniform sampling
projection operator
intrinsic manifold
approximation error
error bounds
manifold learning
approximation algorithms
convex sets
projection method
data sets
neural network
multiscale
approximation methods
nonlinear dimensionality reduction