AUnifiedLotteryTicketHypothesisforGraphNeuralNetworksTianlongChen1YongduoSui2XuxiChen1AstonZhang3ZhangyangWang1Abstract0.0059.0486.580.0083.2294.5097.75WithgraphsrapidlygrowinginsizeanddeeperGNNSpa...
ProvingtheLotteryTicketHypothesis:PruningisAllYouNeedEranMalach1GiladYehudai2ShaiShalev-shwartz1OhadShamir2Abstractwithoutanytraining.(Ramanujanetal.,2019)statedthefol-lowingconjecture:asufficientl...
ConfidenceSetsandHypothesisTestinginaLikelihood-FreeInferenceSettingNiccolo`Dalmasso1RafaelIzbicki2AnnB.Lee1Abstract1.IntroductionParameterestimation,statisticaltestsandconfi-Parameterestimation,st...
LocallyPrivateHypothesisTestingOrSheffet1AbstractIncontrast,thesubjectofthisworkisprivatehypothe-sistestinginthelocal-model(orthedistributedmodel),Weinitiatethestudyofdifferentiallyprivatehy-wherea...
LocalPrivateHypothesisTesting:Chi-SquareTestsMarcoGaboardi1RyanRogers2Abstractthatcanbeusedinplaceofthestandard,non-privatehypoth-esistests(Uhleretal.,2013;Yuetal.,2014;Sheffet,2015;Thelocalmodelfo...
AlgorithmicStabilityandHypothesisComplexityTongliangLiu1Ga´borLugosi234GergelyNeu5DachengTao1AbstractHardtetal.(2015)showedthatparametricmodelstrainedbystochasticgradientdescentalgorithmsareunifor...