Online Adaptive Principal Component Analysis and Its extensions

Jianjun Yuan, Andrew G. Lamperski

Abstract: We propose algorithms for online principal component analysis (PCA) and variance minimization for adaptive settings. Previous literature has focused on upper bounding the static adversarial regret,...