SO(3)-invariant PCA with application to molecular data

Michael Fraiman, Paulina Hoyos, Tamir Bendory +4

Principal component analysis (PCA) is a fundamental technique for dimensionality reduction and denoising; however, its application to three-dimensional data with arbitrary orientat…