"of"的相关文档

标签“of”的相关文档，共557条

Progressive Identification of True Labels for Partial-Label Learning
ProgressiveIdentiﬁcationofTrueLabelsforPartial-LabelLearningJiaqiLv1MiaoXu23LeiFeng4GangNiu2XinGeng1MasashiSugiyama25Abstractingproblemcalledpartial-labellearning(PLL)(Nguyen&Caruana,2008;Couretal...
of for Identification Labels Progressive
2023-11-14 21:45:5815741.82 MB26
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PolyGen An Autoregressive Generative Model of 3D Meshes
PolyGen:AnAutoregressiveGenerativeModelof3DMeshesCharlieNash1YaroslavGanin1S.M.AliEslami1PeterW.Battaglia1AbstractFigure1.Classconditionaln-gonmeshesgeneratedbyPolyGen.Polygonmeshesareanefﬁcientre...
3D of Generative An Model
2023-11-14 21:45:535856.62 MB24
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Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix
PolynomialTensorSketchforElement-wiseFunctionofLow-RankMatrixInsuHan1HaimAvron2JinwooShin31Abstractside,weobtainao(n2)-timeapproximationschemeoff(A)x≈TUTVxforanarbitraryvectorx∈RndueThispaperstud...
of for Tensor Sketch Function
2023-11-14 21:45:5210471.84 MB18
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Piecewise Linear Regression via a Difference of Convex Functions
PiecewiseLinearRegressionviaaDifferenceofConvexFunctionsAliSiahkamari1AdityaGangrade2BrianKulis1VenkateshSaligrama1Abstractproblemisalgorithmicallychallenginginhigh-dimensions,andmanyapproachestoth...
of Regression via Convex Linear
2023-11-14 21:45:501838985.88 KB19
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Option Discovery in the Absence of Rewards with Manifold Analysis
OptionDiscoveryintheAbsenceofRewardswithManifoldAnalysisAmitayBar1RonenTalmon1RonMeir1Abstractthegraphedgesrepresentthestatesconnectivity.Suchanapproachledtotheintroductionofproto-valuefunctionsOpt...
of Discovery the in Option
2023-11-14 21:45:451081718.79 KB28
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Optimization and Analysis of the pAp@k Metric for Recommender Systems
OptimizationandAnalysisofthepAp@kMetricforRecommenderSystemsGaurushHiranandani1WarutVijitbenjaronk1OluwasanmiKoyejo1PrateekJain2Abstractafewitems(top-k)outofavastrepositoryofitems,andheterogeneityi...
of Optimization and Analysis the
2023-11-14 21:45:4315352.38 MB28
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Optimal Robust Learning of Discrete Distributions from Batches
OptimalRobustLearningofDiscreteDistributionsfromBatchesAyushJain1AlonOrlitsky1AbstractIfanadversarycancorruptaβfractionofthedata,aloss≥βisunavoidable.Fortunately,thatisnotnecessarilyso.Manyappli...
Learning of from Robust Optimal
2023-11-14 21:45:4216941011.19 KB1
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Online Control of the False Coverage Rate and False Sign Rate
OnlineControloftheFalseCoverageRateandFalseSignRateAsafWeinstein1AadityaRamdas2AbstractcanbesummarizedbytheobservationXt∼N(θt,1),in-dependentofallthepreviousobservations{Xi}i<t.Thereproducibility...
of Online the Control False
2023-11-14 21:45:371815586.41 KB4
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On Variational Learning of Controllable Representations for Text without Supervision
OnVariationalLearningofControllableRepresentationsforTextwithoutSupervisionPengXu1JackieChiKitCheung123YanshuaiCao1Abstracttexts.Recently,VAEsandotherunsupervisedgenerativemodelshavefoundsuccessesi...
Learning of for Representations Variational
2023-11-14 21:45:36692967.88 KB17
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On Unbalanced Optimal Transport An Analysis of Sinkhorn Algorithm
OnUnbalancedOptimalTransport:AnAnalysisofSinkhornAlgorithmKhiemPham1KhangLe1NhatHo2TungPham13HungBui1Abstractogy(Schiebingeretal.,2019),computationalimaging(Leeetal.,2019),deeplearning(Yang&Uhler,2...
of An Analysis on Optimal
2023-11-14 21:45:361263419.94 KB25
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On Validation and Planning of An Optimal Decision Rule with Application in Healthcare Studies
OnValidationandPlanningofAnOptimalDecisionRulewithApplicationinHealthcareStudiesHengruiCai1WenbinLu1RuiSong1Abstractsionforallindividuals.Anumberofmethodshavebeendevelopedforestimatingoptimaldecisi...
of and An on Optimal
2023-11-14 21:45:361326312.33 KB25
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On the Theoretical Properties of the Network Jackknife
OntheTheoreticalPropertiesoftheNetworkJackknifeQiaohuiLin1RobertLunde1PurnamritaSarkar1Abstractetal.,2017;Gonenetal.,2010;Kallaugheretal.,2019).However,comparativelylittleattentionhasbeenpaidtoWest...
of on the Network Theoretical
2023-11-14 21:45:351818616.47 KB4
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On the Unreasonable Effectiveness of the Greedy Algorithm Greedy Adapts to Sharpness
OntheUnreasonableEffectivenessoftheGreedyAlgorithm:GreedyAdaptstoSharpnessSebastianPokutta1MohitSingh2AlfredoTorrico3Abstract(Kempeetal.,2003).Giventheimportanceofsubmodularoptimization,therehasbee...
of Algorithm on the Greedy
2023-11-14 21:45:35734342.96 KB25
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On the Sample Complexity of Adversarial Multi-Source PAC Learning
OntheSampleComplexityofAdversarialMulti-SourcePACLearningNikolaKonstantinov1EliasFrantar12DanAlistarh1ChristophH.Lampert1Abstractetal.,2019).Robustnessattrainingtime,however,isrepre-sentedlesspromi...
of Adversarial Complexity on the
2023-11-14 21:45:351562273.56 KB23
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On the Number of Linear Regions of Convolutional Neural Networks
OntheNumberofLinearRegionsofConvolutionalNeuralNetworksHuanXiong1LeiHuang2MengyangYu2LiLiu2FanZhu2LingShao12AbstractOneexplanationforthesuperiorityofNNsistheirpow-erfulexpressivity,i.e.,theycanrepr...
of on the Convolutional Linear
2023-11-14 21:45:351573321.72 KB6
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On the Power of Compressed Sensing with Generative Models
OnthePowerofCompressedSensingwithGenerativeModelsAkshayKamath1SushrutKarmalkar1EricPrice1Abstractofthecompressedrepresentationofxthantoitsambientdimensionn.Thegoalofcompressedsensingistolearnastruc...
of with on the Compressed
2023-11-14 21:45:341687381.33 KB28
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On the Iteration Complexity of Hypergradient Computations
OntheIterationComplexityofHypergradientComputationRiccardoGrazzi12LucaFranceschi12MassimilianoPontil12SaverioSalzo1Abstractetal.,2018),aswellasrecurrentandgraphneuralnetworks(Almeida,1987;Pineda,19...
of Complexity on the Iteration
2023-11-14 21:45:346342.86 MB17
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On the Global Optimality of Model-Agnostic Meta-Learning
OntheGlobalOptimalityofModel-AgnosticMeta-Learning:ReinforcementLearningandSupervisedLearningLingxiaoWang1QiCai1ZhuoyanYang2ZhaoranWang1Abstracttimization,wheretheinnerlevelsolveseachsubtaskbasedon...
of on the Global Model-Agnostic
2023-11-14 21:45:331426282.36 KB28
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On the Global Convergence Rates of Softmax Policy Gradient Methods
OntheGlobalConvergenceRatesofSoftmaxPolicyGradientMethodsJinchengMei12ChenjunXiao1CsabaSzepesva´ri31DaleSchuurmans21Abstracttheyguaranteemonotonicimprovementofthevalue.Asec-ondaryappealisthatpolic...
of Softmax on Convergence the
2023-11-14 21:45:331599789.51 KB15
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On the Generalization Effects of Linear Transformations in Data Augmentation
OntheGeneralizationEffectsofLinearTransformationsinDataAugmentationSenWu1HongyangR.Zhang2GregoryValiant1ChristopherRe´1Abstracttoreducethesearchcost,sinceRL-basedtechniquesarecomputationallyexpens...
of on the generalization Linear
2023-11-14 21:45:331262536.37 KB26
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