OptimizingLong-termSocialWelfareinRecommenderSystems:AConstrainedMatchingApproachMartinMladenov1ElliotCreager23OmerBen-Porat4†KevinSwersky1RichardZemel23CraigBoutilier1Abstractvideo),typicallyrely...
OntheLong-termImpactofAlgorithmicDecisionPolicies:EffortUnfairnessandFeatureSegregationthroughSocialLearningHodaHeidari1VedantNanda2KrishnaP.Gummadi2AbstractThisrealizationhasrecentlyspawnedanactiv...
LearningtoExploitLong-termRelationalDependenciesinKnowledgeGraphsLingbingGuo1ZequnSun1WeiHu1Abstractsamereal-worldobject;and(ii)KGcompletion,a.k.a.linkprediction,whichaimstocompletethemissingfactsi...
CautiousRegretMinimization:OnlineOptimizationwithLong-termBudgetConstraintsNikolaosLiakopoulos12ApostolosDestounis1GeorgiosPaschos1ThrasyvoulosSpyropoulos2PanayotisMertikopoulos3Abstractafunctionof...
HierarchicalLong-termVideoPredictionwithoutSupervisionNevanWichers1RubenVillegas2DumitruErhan1HonglakLee1AbstractPopularvideopredictionapproachesfocusonrecursivelyobservingthegeneratedframestomakep...
LearningtoGenerateLong-termFutureviaHierarchicalPredictionRubenVillegas1JimeiYang2YuliangZou1SungryullSohn1XunyuLin3HonglakLee14Abstract2016).Forexample,robotscanquicklylearnmanipulationskillswhenp...