Revenue-IncentiveTradeoffsinDynamicReservePricingYuanDeng1Se´bastienLahaie1VahabMirrokni1SongZuo1Abstract1981).Anaturalideatocircumventthisdifficultyinpracticeistolearnareservepricefromtheadvertis...
InferringserialcorrelationwithDynamicbackgroundsSongWei1YaoXie1DobromirRahnev2Abstracttheseinfluencestakeaspecificparametricform.Whilesome(e.g.,learningorfatigue)arelikelytobemonotonic,Sequentialda...
ExplainingTimeSeriesPredictionswithDynamicMasksJonathanCrabbe´1MihaelavanderSchaar123Abstractofexplainableartificialintelligence(XAI)thrived(BarredoArrietaetal.,2020;Das&Rad,2020;Tjoa&Guan,2020).H...
EfficientOnlineLearningforDynamick-ClusteringDimitrisFotakis1GeorgiosPiliouras2StratisSkoulakis2Abstractwhilek-centerassumesp=∞(Lin&Vitter,1992;Kumaretal.,2010;Alamdari&Shmoys,2018).WestudyDynamic...
DynamicPlanningandLearningunderRecoveringRewardsDavidSimchi-Levi1ZeyuZheng2FengZhu1Abstractimmediatelydropsafteritispulled,andthengraduallyre-coversifthearmisnotpulledinthesubsequenttimeperiods.Mot...
DifferentiableDynamicQuantizationwithMixedPrecisionandAdaptiveResolutionZhangZhaoyang1ShaoWenqi1GuJinwei23WangXiaogang1LuoPing4AbstractDynamicrangeandstepsizearefreezedineachlayer.Sec-ondly,gradien...
Dash:Semi-SupervisedLearningwithDynamicThresholdingYiXuu1LeiShang1JinxingYe1QiQian1Yu-FengLiu2BaiguiSun1HaoLi1RongJin1Abstractamountoflabeleddataisavailable,butthereisahugeamountofdatawithoutlabel....
DynamicGameTheoreticNeuralOptimizerGuan-HorngLiu12TianrongChen3EvangelosA.Theodorou12AbstractFigure1.DynamicgameperspectiveofgenericDNNtrainingpro-cess,wherewetreatlayermodulesasplayersinaDynamicga...
DynamicBalancingforModelSelectioninBanditsandRLAshokCutkosky1ChristophDann2AbhimanyuDas3ClaudioGentile2AldoPacchiano4ManishPurohit3Abstractsumptionsabouttheclassofpolicies,thesourcegeneratingreward...
ConformalPredictionIntervalforDynamicTime-SeriesChenXu1YaoXie1Abstractnamictimeseries.Forinstance,asoutlinedintheNERLreport(Cochranetal.,2015),solarandwindpowergener-Wedevelopamethodtoconstructdist...
Coach-PlayerMulti-AgentReinforcementLearningforDynamicTeamCompositionBoLiu1QiangLiu1PeterStone1AnimeshGarg23YukeZhu13AnimashreeAnandkumar34AbstractcoachomniscientcoachomniscientInreal-worldmulti-ag...
TrajectoryNet:ADynamicOptimalTransportNetworkforModelingCellularDynamicsAlexanderTong1JessieHuang1GuyWolf23DavidvanDijk14SmitaKrishnaswamy15Abstractmentsatdifferentstagesofdiseaseprogression(Waddin...
Towardsnon-parametricdriftdetectionviaDynamicAdaptingWindowIndependenceDriftDetection(DAWIDD)FabianHinder1Andre´Artelt1BarbaraHammer1Abstractsuchsettings,life-longmodeladaptationratherthanclas-sic...
RobustPricinginDynamicMechanismDesignYuanDeng1Se´bastienLahaie2VahabMirrokni2Abstractfuturevaluedistributionstoalignbuyers’incentives(acrosstime)andguaranteedesirableoutcomes.Thisstrongrequire-Mo...
Parameter-free,Dynamic,andStrongly-AdaptiveOnlineLearningAshokCutkosky12Abstractmeasureshowfastthetrainingalgorithmisabletoconvergetotheoptimalparametersw˚.Moregenerally,onlinelearn-Weprovideanewo...
OptimizingDynamicStructureswithBayesianGenerativeSearchMinhHoang1CarlKingsford2Abstractspaceofarchitecturesencompassesneuralnetworkdesignchoicessuchasthenumberofhiddenlayers,dimensionKernelselectio...
InexactTensorMethodswithDynamicAccuraciesNikitaDoikov1YuriiNesterov2Abstractberg,2018;Doikov&Richta´rik,2018;Wangetal.,2018;Zhouetal.,2019),whichhavebetterconvergencerate,thanInthispaper,westudyin...
Imputer:SequenceModellingviaImputationandDynamicProgrammingWilliamChan1ChitwanSaharia1†GeoffreyHinton1MohammadNorouzi1NavdeepJaitly2Abstractnon-autoregressivemodelstypicallymakeastrongcondi-tional...
DynamicKnapsackOptimizationTowardsEfficientMulti-ChannelSequentialAdvertisingXiaotianHao1ZhaoqingPeng2YiMa1GuanWang3JunqiJin2JianyeHao1ShanChen2RongquanBai2MingzhouXie2MiaoXu2ZhenzheZheng4ChuanYu2H...
DesigningOptimalDynamicTreatmentRegimes:ACausalReinforcementLearningApproachJunzheZhang1EliasBareinboim1Abstract1.IntroductionADynamictreatmentregime(DTR)consistsofaInmedicalpractice,apatienttypica...