"Classification"的相关文档 - 文库宝

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标签“Classification”的相关文档，共54条

Strategic Classification Made Practical
StrategicClassiﬁcationMadePracticalSagiLevanon1NirRosenfeld1Abstractbankwouldliketoapprovealoanonlyifitislikelytobereturned,andtoaidindecision-making,thebanktrainsStrategicclassiﬁcationregardsthe...
Classification Practical Strategic Made
2023-11-16 19:41:581937812.33 KB29
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Strategic Classification in the Dark
StrategicClassiﬁcationintheDarkGaneshGhalme1VineetNair1ItayEilat1InbalTalgam-Cohen1NirRosenfeld1Abstractpayingbacktheloan.Thegoalofthestrategicclassiﬁcationliteratureistoshowwhenandhowtheﬁrmcanl...
the in Classification Strategic Dark
2023-11-16 19:41:5811071.34 MB7
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Size-Invariant Graph Representations for Graph Classification Extrapolations
Size-InvariantGraphRepresentationsforGraphClassiﬁcationExtrapolationsBeatriceBevilacqua1YangzeZhou2BrunoRibeiro1AbstractTrainGraphonTestEnvironmentModelEnvironmentIngeneral,graphrepresentationlear...
for Representations Graph Classification Size-Invariant
2023-11-16 19:41:49549510.85 KB10
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Sinkhorn Label Allocation Semi-Supervised Classification via Annealed Self-Training
SinkhornLabelAllocation:Semi-SupervisedClassiﬁcationviaAnnealedSelf-TrainingKaiShengTai1PeterBailis1GregoryValiant1Abstractsiﬁcationtasks.Self-training,alsoknownasself-labeling,isanSSLmethodwhere...
via Classification Allocation Semi-Supervised Label
2023-11-16 19:41:49524773.29 KB20
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Sample Complexity of Robust Linear Classification on Separated Data
SampleComplexityofRobustLinearClassiﬁcationonSeparatedDataRobiBhattacharjee1SomeshJha2KamalikaChaudhuri1Abstractthusaimstoﬁndaclassiﬁerthatmaximizesaccuracyonexamplesthataredistancerormorefromth...
of Complexity on Robust Classification
2023-11-16 19:41:401062390.12 KB20
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Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline
RevisitingPointCloudShapeClassiﬁcationwithaSimpleandEffectiveBaselineAnkitGoyal1HeiLaw1BoweiLiu1AlejandroNewell1JiaDeng1AbstractFigure1.PerformanceofdifferentmodelsonModelNet40.Thoseusing>1024poin...
with simple Shape Classification Point
2023-11-16 19:41:341295581.11 KB16
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Privacy-Preserving Video Classification with Convolutional Neural Networks
Privacy-PreservingVideoClassiﬁcationwithConvolutionalNeuralNetworksSikhaPentyala1RafaelDowsley2MartineDeCock13AbstractMeinich-Bacheetal.,2020;Pengetal.,2020;Shahetal.,2019;Wuetal.,2019).Manyexisti...
Neural Networks with Classification Convolutional
2023-11-16 19:28:316421.18 MB20
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Pointwise Binary Classification with Pairwise Confidence Comparisons
PointwiseBinaryClassiﬁcationwithPairwiseConﬁdenceComparisonsLeiFeng1SenlinShu2NanLu34BoHan54MiaoXu64GangNiu4BoAn7MasashiSugiyama43Abstractweaklysupervisedlearningproblems(Zhou,2018)havebeenextens...
with Binary Classification Comparisons Confidence
2023-11-16 19:28:296033.01 MB4
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PAC-Learning for Strategic Classification
PAC-LearningforStrategicClassiﬁcationRaviSundaram1AnilVullikanti23HaifengXu2FanYao2AbstracttheongoingCOVID-19pandemic(Bryan&Crossroads;Williams&Haire).Intheearlymonthsofthepandemic,Thestudyofstrat...
for Classification Strategic PAC-Learning
2023-11-16 19:28:271563607.82 KB13
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Narrow Margins Classification, Margins and Fat Tails
NarrowMargins:Classiﬁcation,MarginsandFatTailsFrancoisBuet-Golfouse1Abstractmanetal.,2000;Schapireetal.,1997)and(Mangasarian,1999),considerthecaseofalinearclassiﬁer(e.g.,logisticItiswell-knowntha...
and Classification Margins Narrow Tails
2023-11-16 19:15:321418358.13 KB22
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Multi-Dimensional Classification via Sparse Label Encoding
Multi-DimensionalClassiﬁcationviaSparseLabelEncodingBin-BinJia12Min-LingZhang13Abstractexistinvariousﬁelds,e.g.,textclassiﬁcation(Shatkayetal.,2008),bioinformatics(Rodr´ıguezetal.,2012),resour...
Sparse via Classification Label Encoding
2023-11-16 19:15:30649443.47 KB6
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Lower-Bounded Proper Losses for Weakly Supervised Classification
Lower-BoundedProperLossesforWeaklySupervisedClassiﬁcationShuheiM.Yoshida12TakashiTakenouchi23MasashiSugiyama24Abstractaninstancewithalabelthatmaybecorrupted.Positive-unlabeled(PU)learningofbinaryc...
for Classification Supervised Losses Proper
2023-11-16 19:05:118531.84 MB21
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Local Correlation Clustering with Asymmetric Classification Errors
LocalCorrelationClusteringwithAsymmetricClassiﬁcationErrorsJafarJafarov1SanchitKalhan2KonstantinMakarychev2YuryMakarychev3Abstractteringproblemhasfounduseinavarietyofapplications,suchasco-referenc...
with Local Asymmetric Clustering Classification
2023-11-16 19:05:091530334.59 KB19
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Improved Algorithms for Agnostic Pool-based Active Classification
ImprovedAlgorithmsforAgnosticPool-basedActiveClassiﬁcationJulianKatz-Samuels1JifanZhang2LalitJain2KevinJamieson2Abstractlearningmethodsrequirethatthisdatabelabeledandreli-ablelabelsarecostlysincet...
Active for Algorithms Classification Improved
2023-11-16 18:47:0013141.87 MB29
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Graph Convolution for Semi-Supervised Classification Improved Linear Separability and Out-of-Distribution Generalization
GraphConvolutionforSemi-SupervisedClassiﬁcation:ImprovedLinearSeparabilityandOut-of-DistributionGeneralizationAseemBaranwal1KimonFountoulakis1AukoshJagannath2Abstractetal.,2016),andclassifyingtype...
for Graph Classification Convolution Linear
2023-11-16 18:46:5019657.81 MB18
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Fair Selective Classification Via Sufficiency
FairSelectiveClassiﬁcationviaSufﬁciencyYuhengBu1JoshuaKa-WingLee1SubhroDas2RameswarPanda2DeeptaRajan2PrasannaSattigeri2GregoryWornell1AbstractTheﬁeldoffairmachinelearningisrichwithbothproblemsan...
via Classification Selective Fair Sufficiency
2023-11-16 18:38:07508980.44 KB2
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Fair Classification with Noisy Protected Attributes A Framework with Provable Guarantees
FairClassiﬁcationwithNoisyProtectedAttributes:AFrameworkwithProvableGuaranteesL.ElisaCelis1LingxiaoHuang2VijayKeswani1NisheethK.Vishnoi3Abstractξ0:=(f=1).Then,givenaperformancefunction,fairnessco...
with Classification Attributes Noisy Framework
2023-11-16 18:38:06586741.4 KB29
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Explore Visual Concept Formation for Image Classification
ExploreVisualConceptFormationforImageClassiﬁcationShengzhouXiong1YihuaTan1GuoyouWang1Abstractorderthatunseensamplesalsoﬁtthismapping.Butforhu-mans,theabilityofclassiﬁcationisgainedthroughconcept...
for Image Classification Explore Visual
2023-11-16 18:38:05699815.69 KB4
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Classification with Rejection Based on Cost-sensitive Classification
ClassiﬁcationwithRejectionBasedonCost-sensitiveClassiﬁcationNontawatCharoenphakdee12ZhenghangCui12YivanZhang12MasashiSugiyama21Abstractsiﬁcationincriticalapplications.Thegoalofclassiﬁcationwith...
with on Classification Based Cost-Sensitive
2023-11-16 18:11:2018381.79 MB13
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Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks
BesovFunctionApproximationandBinaryClassiﬁcationonLow-DimensionalManifoldsUsingConvolutionalResidualNetworksHaoLiu1MinshuoChen2TuoZhao2WenjingLiao3AbstractThesuccessofdeeplearningclearlydemonstrat...
and Approximation on Binary Classification
2023-11-16 18:07:4410161.78 MB10
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