Online Learning of Functional Principal Component Analysis for Multidimensional Functional Data

Muye Nanshan, Nan Zhang, Jiguo Cao

Multidimensional functional data streams arise in diverse scientific fields, yet their analysis poses significant challenges. We propose a novel online framework for functional pri…