"Theoretical"的相关文档

标签“Theoretical”的相关文档，共9条

Don’t Just Blame Over-parametrization for Over-confidence Theoretical Analysis of Calibration in Binary Classification
Don’tJustBlameOver-parametrizationforOver-conﬁdence:TheoreticalAnalysisofCalibrationinBinaryClassiﬁcationYuBai1SongMei2HuanWang1CaimingXiong1AbstractWideResNetonImageNetRealizableLogisticRegress...
for Just Theoretical Don Over-parametrization
2023-11-16 18:30:4916915.36 MB19
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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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Kernel Normalized Cut a Theoretical Revisit
KernelNormalizedCut:aTheoreticalRevisitYoshikazuTerada12MichioYamamoto32Abstractanunknownunderlyingdistribution,calledthepopulationdistribution.Inthissetting,asmentionedinvonLuxburgInthispaper,west...
Kernel Theoretical Normalized Cut Revisit
2023-11-13 14:47:3416282.79 MB13
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A Theoretical Analysis of Contrastive Unsupervised Representation Learning
ATheoreticalAnalysisofContrastiveUnsupervisedRepresentationLearningSanjeevArora12HrishikeshKhandeparkar1MikhailKhodak3OrestisPlevrakis1NikunjSaunshi1AbstractForimages,aproofofexistenceforbroadlyuse...
Learning of Analysis Unsupervised Representation
2023-11-13 14:46:15585520.42 KB26
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Why do Larger Models Generalize Better A Theoretical Perspective via the XOR Problem
WhydoLargerModelsGeneralizeBetter?ATheoreticalPerspectiveviatheXORProblemAlonBrutzkus1AmirGloberson1AbstractwithN2>N1neuronsachievezerotrainingerror,butthelargernetworkhasbettertesterror.Thissomewh...
Models Better Generalize Theoretical Why
2023-11-13 14:46:091512720.45 KB18
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Theoretical Analysis of Sparse Subspace Clustering with Missing Entries
TheoreticalAnalysisofSparseSubspaceClusteringwithMissingEntriesManolisC.Tsakiris1Rene´Vidal2Abstractfoundnumerousapplicationsinmachinelearning,com-putervision,patternrecognition,bioinformaticsands...
of Sparse with Analysis Clustering
2023-11-13 12:00:521449345 KB19
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Theoretical Analysis of Image-to-Image Translation with Adversarial Learning
TheoreticalAnalysisofImage-to-ImageTranslationwithAdversarialLearningXudongPan1MiZhang1DaizongDing1Abstractagenerator(i.e.anadaptivemodelthatmapsagaussiannoisetoafakesample)andadiscriminator(i.e.an...
of Adversarial with Analysis Theoretical
2023-11-13 12:00:511728274.82 KB24
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A Simple Multi-Class Boosting Framework with Theoretical Guarantees and Empirical Proficiency
ASimpleMulti-ClassBoostingFrameworkwithTheoreticalGuaranteesandEmpiricalProﬁciencyRonAppel1PietroPerona1Abstract(a)Old:DecisionStumps(b)New:LocalizedSimilaritiesThereisaneedforsimpleyetaccuratewhi...
with Guarantees simple Multi-Class Theoretical
2023-11-12 20:45:3418802.28 MB12
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Theoretical Properties for Neural Networks with Weight Matrices of Low Displacement Rank
TheoreticalPropertiesforNeuralNetworkswithWeightMatricesofLowDisplacementRankLiangZhao1SiyuLiao1YanzhiWang2ZheLi2JianTang2BoYuan1AbstractFigure1.ExamplesofcommonlyusedLDR(structured)matri-ces,i.e.,...
Neural for Networks with Theoretical
2023-11-12 20:45:241387413.54 KB24
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