Communication-EfficientDistributedSVDviaLocalPowerIterationsXiangLi1ShusenWang2KunChen1ZhihuaZhang1AbstractWheneithernordisbig,thedatamatrixA∈Rn×dmaynotfitinthememory,makingstandardsingle-machine...
Byzantine-ResilientHigh-DimensionalSGDwithLocalIterationsonHeterogeneousDataDeepeshData1SuhasDiggavi1Abstract(Deanetal.,2012)(e.g.,trainingamachinelearningmodelwithoutcollectingtheclients’data,whi...
WassersteinAdversarialExamplesviaProjectedSinkhornIterationsEricWong1FrankR.Schmidt2J.ZicoKolter34Abstract+∆W=Arapidlygrowingareaofworkhasstudiedtheex-+∆∞=istenceofadversarialexamples,datapoints...