OnlineUnrelatedMachineLoadBalancingwithPredictionsRevisitedShiLi1JiayiXian1Abstractlearnedeasily.Aspredictionsareoftenerror-prone,ide-allytheperformanceofthealgorithmshoulddeteriorateWestudytheonli...
OnlineLearningforLoadBalancingofUnknownMonotoneResourceAllocationGamesAbstractIlaiBistritz1NicholasBambos12018;Boursier&Perchet,2019;Mehrabianetal.,2020;ConsiderNplayersthateachusesamixtureofNayyar...
DynamicBalancingforModelSelectioninBanditsandRLAshokCutkosky1ChristophDann2AbhimanyuDas3ClaudioGentile2AldoPacchiano4ManishPurohit3Abstractsumptionsabouttheclassofpolicies,thesourcegeneratingreward...
DeepMatch:BalancingDeepCovariateRepresentationsforCausalInferenceUsingAdversarialTrainingNathanKallus1Abstract(NNs)holdspromiseinenablingustocontrolforpotentiallycomplexrelationshipsandrichcovariat...
BalancingCompetingObjectiveswithNoisyData:Score-BasedClassifiersforWelfare-AwareMachineLearningEstherRolf1MaxSimchowitz1SarahDean1LydiaT.Liu1DanielBjo¨rkegren2MoritzHardt1JoshuaBlumenstock3Abstrac...
GradNorm:GradientNormalizationforAdaptiveLossBalancinginDeepMultitaskNetworksZhaoChen1VijayBadrinarayanan1Chen-YuLee1AndrewRabinovich1Abstractsuchassmartphones,wearabledevices,androbots/drones.Such...
TensorBalancingonStatisticalManifoldMahitoSugiyama12HiroyukiNakahara3KojiTsuda456AbstractGiventensorAStatisticalmanifold(duallyatRiemannianmanifold)WesolvetensorBalancing,rescalinganNthor-dernonneg...