A Critical Analysis of the Usage of Dimensionality Reduction in Four Domains

Dylan Cashman, Mark Keller, Hyeon Jeon +2

Dimensionality reduction is used as an important tool for unraveling the complexities of high-dimensional datasets in many fields of science, such as cell biology, chemical informa…