OptimalityImpliesKernelSumClassifiersareStatisticallyEfficientRaphaelA.Meyer1JeanHonorio1AbstractweconsiderbinaryclassificationwithKernelSupportVec-torMachines(SVM),whicharecomputedbysolvingaWeprop...
StochasticConvexOptimization:FasterLocalGrowthImpliesFasterGlobalConvergenceYiXu1QihangLin2TianbaoYang1Abstract1.IntroductionInthispaper,anewtheoryisdevelopedforfirst-Inthispaper,weareinterestedins...