LotteryTicketPreservesWeightCorrelation:IsitDesirableorNot?NingLiu1GengYuan2ZhengpingChe3XuanShen2XiaolongMa2QingJin2JianRen4JianTang1†SijiaLiu5YanzhiWang2†Abstracttypicalpruningpipelinehasthreem...
EfficientLotteryTicketFinding:LessDataisMoreZhenyuZhang1XuxiChen2TianlongChen2ZhangyangWang293CIFAR-1072CIFAR-1007045000Abstract924500024457684082491TheLotterytickethypothesis(LTH)(Frankle&90171203...
AUnifiedLotteryTicketHypothesisforGraphNeuralNetworksTianlongChen1YongduoSui2XuxiChen1AstonZhang3ZhangyangWang1Abstract0.0059.0486.580.0083.2294.5097.75WithgraphsrapidlygrowinginsizeanddeeperGNNSpa...
ANaturalLotteryTicketWinner:ReinforcementLearningwithOrdinaryNeuralCircuitsRaminHasani12MathiasLechner3AlexanderAmini2DanielaRus2RaduGrosu1Abstractnectedthroughapproximately8000chemicalandelectrica...
RiggingtheLottery:MakingAllTicketsWinnersUtkuEvci1TrevorGale1JacobMenick2PabloSamelCastro1ErichElsen2AbstractFigure1.RigLimprovestheoptimizationofsparseneuralnet-worksbyleveragingweightmagnitudeand...
ProvingtheLotteryTicketHypothesis:PruningisAllYouNeedEranMalach1GiladYehudai2ShaiShalev-shwartz1OhadShamir2Abstractwithoutanytraining.(Ramanujanetal.,2019)statedthefol-lowingconjecture:asufficientl...
LinearModeConnectivityandtheLotteryTicketHypothesisJonathanFrankle1GintareKarolinaDziugaite2DanielM.Roy34MichaelCarbin1AbstractW0W0Westudywhetheraneuralnetworkoptimizestothesame,linearlyconnectedmi...