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How rotational invariance of Common kernels prevents generalization in high dimensions
HowrotationalinvarianceofCommonkernelspreventsgeneralizationinhighdimensionsKonstantinDonhauser1MingqiWu1FannyYang1Abstractconclusiveintheregimed/nβ→cwithβ∈(0,1).Inpar-ticular,eventhoughseveral...
of How Kernels Invariance Common
2023-11-16 18:46:581585465.27 KB27
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GLSearch Maximum Common Subgraph Detection via Learning to Search
GLSearch:MaximumCommonSubgraphDetectionviaLearningtoSearchYunshengBai1DerekXu1YizhouSun1WeiWang1AbstractOCNCDetectingtheMaximumCommonSubgraphCCCCCC(MCS)betweentwoinputgraphsisfundamen-talforapplica...
Learning via Subgraph Detection Maximum
2023-11-16 18:46:481291660.08 KB3
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Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations
ChallengingCommonAssumptionsintheUnsupervisedLearningofDisentangledRepresentationsFrancescoLocatello12StefanBauer2MarioLucic3GunnarRätsch1SylvainGelly3BernhardSchölkopf2OlivierBachem3Abstractatwo...
Learning Unsupervised the in Common
2023-11-13 14:46:367531.09 MB4
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Spurious Local Minima are Common in Two-Layer ReLU Neural Networks
SpuriousLocalMinimaareCommoninTwo-LayerReLUNeuralNetworksItaySafran1OhadShamir1Abstractlearning,andtensordecomposition,donothavespuriouslocalminimaundersuitableassumptions,inwhichcaselo-Weconsidert...
Local in Are Spurious Minima
2023-11-13 12:00:42585385.45 KB20
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Revealing Common Statistical Behaviors in Heterogeneous Populations
RevealingCommonStatisticalBehaviorsinHeterogeneousPopulationsAndreyZhitnikov1RotemMulayoff1TomerMichaeli1Abstractanalysis(Hagleretal.,2006),etc.Groupanalysesoftenrelyontheassumptionthatallsubjectsi...
Statistical in populations Heterogeneous Revealing
2023-11-13 12:00:3413951.41 MB16
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How rotational invariance of Common kernels prevents generalization in high dimensions

GLSearch Maximum Common Subgraph Detection via Learning to Search

Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations

Spurious Local Minima are Common in Two-Layer ReLU Neural Networks

Revealing Common Statistical Behaviors in Heterogeneous Populations