https://deepai.org/publication/gaussian-random-projections-of-convex-cones-approximate-kinematic-formulae-and-applications
Gaussian random projections of convex cones: approximate kinematic formulae and applications |...
Dec 11, 2022 - 12/11/22 - Understanding the stochastic behavior of random projections of geometric sets constitutes a fundamental problem in high dimension ...
random projectionsgaussianconvex
https://pmc.ncbi.nlm.nih.gov/articles/PMC11838541/
A Benchmarking Study of Random Projections and Principal Components for Dimensionality Reduction...
Principal Component Analysis (PCA) has long been a cornerstone in dimensionality reduction for high-dimensional data, including single-cell RNA sequencing...
benchmarking studyrandom projections
https://arxiv.org/abs/1209.5943
[1209.5943] A universal expectation bound on empirical projections of deformed random matrices
Abstract page for arXiv paper 1209.5943: A universal expectation bound on empirical projections of deformed random matrices
https://pmc.ncbi.nlm.nih.gov/articles/PMC11452154/
PRESERVING HUMAN LARGE-SCALE BRAIN CONNECTIVITY FINGERPRINT IDENTIFIABILITY WITH RANDOM PROJECTIONS...
The complex etiology of various neurodegenerative diseases and psychiatric disorders, especially at the individual level, has posed unmatched challenges to the...
large scalebrain connectivitypreservinghuman