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Firstorderconvexoptimizationmethodscomplexityof ndingsuboptimalpointoffsubgradientmethodfnondi erentiablewithLipschitzconstantGOG2iterationsproximalgradientmethodfghhasimplenondi ere

First-orderconvexoptimizationmethodscomplexityof nding-suboptimalpointoffsubgradientmethod:fnondi erentiablewithLipschitzconstantGO(G=)2iterationsproximalgradientmethod:f=g+h ha`simple'nondi ere

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