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Shared and discriminant robust principle component analysis

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This repo is to run common and distinctive projection with clean dictionary f1 is formulation 1 - without clean dictionary f2 is formulation 2 - with cleaned dictionary fddl is k0=0 version of LRSDL lrsdl is Low rank shared dictionary learning srrs1 is reproduce the correct SRRS (Li & Fu's paper) srrs2 is the cleaned dictionary version of SRRS

tf1, tf2, tfddl, tlrsdl, tsrrs1, tsrrs2 are processing the toydata for quick reasult

toy data shows perfect results. However This projected got stuck because fddl somehow has strong robust to outlier. I restart the projectio see what is going on.

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Shared and discriminant robust principle component analysis

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