Open AccessRobust Formulation for PCA: Avoiding Mean Calculation With L<sub>2,p</sub>-norm Maximization
Author(s) -
Shuangli Liao,
Jin Li,
Yang Liu,
Quanxue Gao,
Xinbo Gao
Publication year - 2018
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v32i1.11679
Subject(s) - outlier , principal component analysis , mathematics , robustness (evolution) , matrix norm , norm (philosophy) , maximization , algorithm , robust principal component analysis , computer science , mathematical optimization , pattern recognition (psychology) , statistics , artificial intelligence , eigenvalues and eigenvectors , biochemistry , chemistry , physics , quantum mechanics , political science , law , gene