OptimalNon-ConvexExactRecoveryinStochasticBlockModelviaProjectedPowerMethodPengWang1HuikangLiu2ZiruiZhou3AnthonyMan-ChoSo1Abstractmodel(SBM),whichtendstogenerategraphscontainingunderlyingcommunitys...
AZeroth-OrderBlockCoordinateDescentAlgorithmforHuge-ScaleBlack-BoxOptimizationHanQinCai1YuchenLou2DanielMckenzie1WotaoYin3Abstractandonlinemarketing(Flaxmanetal.,2005).Lately,algo-rithmsforzeroth-o...
ARiemannianBlockCoordinateDescentMethodforComputingtheProjectionRobustWassersteinDistanceMinhuiHuang1ShiqianMa2LifengLai1Abstractother.TocalculatetheWassersteindistance,oneisrequiredtosolveanoptima...
TheBuckley-OsthusmodelandtheBlockpreferentialattachmentmodel:statisticalanalysisandapplicationXinGuo1FengminTang2WenpinTang1Abstractsons.Thispaperisconcernedwithstatisticalestima-•TheErdo¨s-Re´n...
InvariantCausalPredictionforBlockMDPsAmyZhang123ClareLyle4ShagunSodhani3AngelosFilos4MartaKwiatkowska4JoellePineau123YarinGal4DoinaPrecup125Abstractditionsinaroommaychange,butthephysicaldynamicsoft...
InertialBlockProximalMethodsForNon-ConvexNon-SmoothOptimizationLeThiKhanhHien1NicolasGillis1PanagiotisPatrinos2Abstractbutpossiblynon-smoothnon-convexfunction,andr(x)=Weproposeinertialversionsofblo...
Ithemal:Accurate,PortableandFastBasicBlockThroughputEstimationusingDeepNeuralNetworksCharithMendis1AlexRenda1SamanAmarasinghe1MichaelCarbin1Abstractallocationandinstructionscheduling(Lozanoetal.,20...
GlobalConvergenceofBlockCoordinateDescentinDeepLearningJinshanZeng12TimTsz-KitLau3Shao-BoLin4YuanYao2AbstractinGogames(Silveretal.,2016).DeeplearninghasarousedextensiveattentiondueThepracticaloptim...
ABlockCoordinateDescentProximalMethodforSimultaneousFilteringandParameterEstimationRaminRaziperchikolaei12HarishS.Bhat34AbstractBlockcoordinatedescent(BCD)(Xu&Yin,2013;Zhang&Brand,2017),andproximal...
RandomizedBlockCubicNewtonMethodNikitaDoikov1PeterRichta´rik234AbstractwhereQ⊆RNisaclosedconvexset,andg,φandψareconvexfunctionswithdifferentsmoothnessandstructuralWestudytheproblemofminimizingt...
AlternatingRandomizedBlockCoordinateDescentJelenaDiakonikolas1LorenzoOrecchia1Abstractiteration,whileleavingtheremainingvariableBlocksfixed.Aparadigmaticexampleofthisapproachistherandom-Block-coord...
BreakingLocalityAcceleratesBlockGauss-SeidelStephenTu1ShivaramVenkataraman1AshiaC.Wilson1AlexGittens2MichaelI.Jordan1BenjaminRecht1Abstractnatesischosenaheadoftime.Thealgorithmisrestrictedtorandoml...