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PDF-(ii)Oursecondalgorithm,gradientboostedLMNN(GB-LMNN)employsanon-linearm PDF document

z pulltargetneighborxjcloserXkyi6yk1DLxixj2DLxixk2 z pushimpostorxkawaybeyondtargetneighborxjbyalargemargin2Theparameterdenesatradeoffbetweenthetwoobjectivesandxisdeneda

{z }pulltargetneighborxjcloser+Xk:yi6=yk1+DL(xi;xj)2DL(xi;xk)2+| {z }pushimpostorxkaway beyondtargetneighborxjbyalargemargin`(2)Theparameterdenesatrade-offbetweenthetwoobjectivesand[x]+isdeneda

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