PDF-JournalofMachineLearningResearch12(2011)2777-2824Submitted9/09;Revised

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JENATTONAUDIBERTANDBACHWhenregularizingbythe1normsparsityisyieldedbytreatingeachvariableindividuallyregardlessofitspositionintheinputfeaturevectorsothatexistingrelationshipsandstructuresbetweent

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