Uniform Manifold Approximation and Projection (UMAP)
Benyamin Ghojogh, Mark Crowley, Fakhri Karray, Ali Ghodsi
Topics & Concepts
Probabilistic logicDimensionality reductionNonlinear dimensionality reductionEmbeddingProjection (relational algebra)Nearest neighbourManifold (fluid mechanics)MathematicsCurse of dimensionalityComputer scienceAlgorithmArtificial intelligencePattern recognition (psychology)EngineeringMechanical engineering3D Shape Modeling and AnalysisAdvanced Vision and ImagingComputer Graphics and Visualization Techniques