Projection-free√DistributedOnlineConvexOptimizationwithO(T)CommunicationComplexityYuanyuWan1Wei-WeiTu2LijunZhang1AbstractIncontrast,thelinearoptimizationstepinCGonlyrequirescomputingthetopsingular...
AcceleratedStochasticGradient-freeandProjection-freeMethodsFeihuHuang12LueTao12SongcanChen12Abstract1.IntroductionInthepaper,weproposeaclassofacceleratedInthepaper,wefocusonsolvingthefollowingconst...
Projection-freeOnlineOptimizationwithStochasticGradient:FromConvexitytoSubmodularityLinChen12ChristopherHarshaw13HamedHassani4AminKarbasi12Abstract1.IntroductionOnlineoptimizationhasbeenasuccessful...
Projection-freeDistributedOnlineLearninginNetworksWenpengZhang1PeilinZhao2WenwuZhu1StevenC.H.Hoi3TongZhang4Abstractants(Hazan&Kale,2012)(Hazan,2016)(Hazan&Luo,2016),fastervariantsoverspecialtypesof...