2 papers
stat.ME2025
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…
stat.ME2023
Leverage classifier: Another look at support vector machine
Yixin Han, Jun Yu, Nan Zhang +4
Support vector machine (SVM) is a popular classifier known for accuracy, flexibility, and robustness. However, its intensive computation has hindered its application to large-scale…