Rule-EnhancedPenalizedRegressionbyColumnGenerationusingRectangularMaximumAgreementJonathanEckstein1NoamGoldberg2AiKagawa3Abstractaparticularfunctionalformforfˆ(x)(forexample,anaffinefunctionofx)an...
OnlineandLinear-TimeAttentionbyEnforcingMonotonicAlignmentsColinRaffel1Minh-ThangLuong1PeterJ.Liu1RonJ.Weiss1DouglasEck1Abstractmechanisms(Bahdanauetal.,2015).Inasequence-to-sequencemodelwithattent...
LearningtoLearnwithoutGradientDescentbyGradientDescentYutianChen1MatthewW.Hoffman1SergioGo´mezColmenarejo1MishaDenil1TimothyP.Lillicrap1MattBotvinick1NandodeFreitas1Abstractdientdescent,evolutiona...
LearningtoAggregateOrdinalLabelsbyMaximizingSeparatingWidthGuangyongChen1ShengyuZhang1DiLin2HuiHuang2PhengAnnHeng13Abstractsourcingsystemsresorttodistributingeachitemtoanum-berofredundantworkers.Th...
ExactMAPInferencebyAvoidingFractionalVerticesErikM.Lindgren1AlexandrosG.Dimakis1AdamKlivans2AbstracttionisgivenbyGivenagraphicalmodel,oneessentialprob-lemisMAPinference,thatis,findingthemostlik...
DifferentiallyPrivateChi-squaredTestbyUnitCircleMechanismKazuyaKakizaki1KazutoFukuchi1JunSakuma123Abstractofindependence.Twolinesofstudiesexistindifferentiallyprivateχ2-testsofindependence:inputpe...
Curiosity-drivenExplorationbySelf-supervisedPredictionDeepakPathak1PulkitAgrawal1AlexeiA.Efros1TrevorDarrell1Abstract(a)learntoexploreinLevel-1(b)explorefasterinLevel-2Inmanyreal-worldscenarios,rew...
ClusteringbySumofNorms:StochasticIncrementalAlgorithm,ConvergenceandClusterRecoveryAshkanPanahi1DevdattDubhashi2FredrikD.Johansson3ChiranjibBhattacharyya4Abstractrequiresrandomlyinitializingtheclus...
AnalysisandOptimizationofGraphDecompositionsbyLiftedMulticutsAndreaHornˇa´kova´1Jan-HendrikLange1BjoernAndres1AbstractFigure1.Adecompositionofagraphisapartitionofthenodesetintoconnectedsubsets.A...