Principal Component Analysis in Space Forms

Puoya Tabaghi, Michael Khanzadeh, Yusu Wang +1

Principal Component Analysis (PCA) is a workhorse of modern data science. While PCA assumes the data conforms to Euclidean geometry, for specific data types, such as hierarchical a…