"Information"的相关文档

标签“Information”的相关文档，共29条

Adversarially Learned Representations for Information Obfuscation and Inference
AdversariallyLearnedRepresentationsforInformationObfuscationandInferenceMartinBertran1NataliaMartinez1AfroditiPapadaki2QiangQiu1MiguelRodrigues2GalenReeves1GuillermoSapiro1Abstractaparticularinfere...
for Representations and Learned Information
2023-11-13 14:46:225793.3 MB5
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Mutual Information Neural Estimation
MutualInformationNeuralEstimationMohamedIshmaelBelghazi1AristideBaratin12SaiRajeswar1SherjilOzair1YoshuaBengio134AaronCourville13RDevonHjelm14Abstracttrasttocorrelation,mutualInformationcapturesnon...
Neural Estimation Information Mutual
2023-11-13 12:00:146771.36 MB13
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Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization
InformationTheoreticGuaranteesforEmpiricalRiskMinimizationwithApplicationstoModelSelectionandLarge-ScaleOptimizationIbrahimAlabdulmohsin1AbstractadomainZ,andalossfunctionontheproductspacef:Inthispa...
for Guarantees Minimization Information Risk
2023-11-13 11:59:481558591.71 KB29
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Improving Sign Random Projections With Additional Information
ImprovingSignRandomProjectionsWithAdditionalInformationKeeganKang1WongWeiPin1Abstractgularsimilaritywithhighprobability.ThetimetakenunderthistechniquewouldbereducedtoO(npk+n2k).Signrandomprojection...
with random Improving Information Sign
2023-11-13 11:59:4717133.93 MB7
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Improved nearest neighbor search using auxiliary Information and priority functions
ImprovednearestneighborsearchusingauxiliaryInformationandpriorityfunctionsOmidKeivani1KaushikSinha1AbstractThenaivelineartimesolution,thatscansthrougheachdatapointxi∈S,oftenbecomesimpracticalforla...
Using Auxiliary Search Improved Information
2023-11-13 11:59:451414940.16 KB6
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Compressing Neural Networks using the Variational Information Bottleneck
CompressingNeuralNetworksusingtheVariationalInformationBottleneckBinDai1ChenZhu2BainingGuo3DavidWipf3Abstractnetworkpruneddowntoasmalleroneofequivalentsizeoftenproduceshigheraccuracy(Linetal.,2017)...
Neural Using Networks Variational the
2023-11-13 11:59:17952542.65 KB12
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Relative Fisher Information and Natural Gradient for Learning Large Modular Models
RelativeFisherInformationandNaturalGradientforLearningLargeModularModelsKeSun1FrankNielsen23AbstractTheFIMisnotinvariantanddependsontheparameteri-zation.WecanoptionallywriteI(Θ)asIΘ(Θ)toem-Fishe...
for and Gradient Natural Information
2023-11-12 20:45:0714061.3 MB5
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Nonparanormal Information Estimation
NonparanormalInformationEstimationShashankSingh1Barnaba´sPo´czos1Abstracttection(Bercher&Vignat,2000),andanomalydetectioninnetworks(Noble&Cook,2003;Nychisetal.,2008;Westudytheproblemofusingi.i.d....
Estimation Information Nonparanormal
2023-11-12 20:44:54880378.47 KB29
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Learning Discrete Representations via Information Maximizing Self-Augmented Training
LearningDiscreteRepresentationsviaInformationMaximizingSelf-AugmentedTrainingWeihuaHu12TakeruMiyato34SeiyaTokui31EiichiMatsumoto31MasashiSugiyama21Abstract000111111DiscreterepresentationsSimilariza...
Learning Representations via Discrete Information
2023-11-12 20:44:391349474.61 KB12
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