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    Robust principal component analysis via ES-algorithm

    In this paper, a new method for robust principal component analysis (PCA) is proposed. PCA is a widely used tool for dimension reduction without substantial loss of information. However, the classical PCA is v...

    Yaeji Lim, Yeonjoo Park, Hee-Seok Oh in Journal of the Korean Statistical Society (2014)