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ConvexOptimization:Algorithmsand Complexity
FoundationsandTrendsR inMachineLearning Vol.8,No.3-4(2015)231–357 c 2015S.Bubeck DOI:10.1561/2200000050 ConvexOptimization:Algorithmsand Complexity SébastienBubeck
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AdditionalExercisesfor ConvexOptimization
web.stanford.edu1 Introduction 1.1 Convex optimization. Are the following statements true or false? (a) Least squares is a special case of convex optimization. (b) By and large, convex optimization problems can be solved efficiently.