Upper bounds for Model-Free Row-Sparse Principal Component Analysis

UpperboundsforModel-FreeRow-SparsePrincipalComponentAnalysisGuanyiWang1SantanuDey1AbstractwhereA:=1XX⊤isthesamplecovariancematrix,MSparseprincipalcomponentanalysis(PCA)isandIrdenotesther×ridentit...