"Calibration"的相关文档

标签“Calibration”的相关文档，共10条

Meta-Cal Well-controlled Post-hoc Calibration by Ranking
Meta-Cal:Well-controlledPost-hocCalibrationbyRankingXingchenMa1MatthewB.Blaschko1AbstractToachievethisobjective,onecandesignmodelswithin-trinsicallylowCalibrationerrors.Thesemodels(WilsonInmanyappl...
by Ranking Calibration Meta-Cal Well-controlled
2023-11-16 19:05:17595610.55 KB6
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Distribution-Free Calibration Guarantees for Histogram Binning without Sample Splitting
Distribution-FreeCalibrationGuaranteesforHistogramBinningwithoutSampleSplittingChiragGupta1AadityaRamdas1Abstractthegoalistorecalibrateexisting(‘pre-learnt’)classiﬁersthatarepowerfuland(statisti...
for Guarantees without Calibration Distribution-Free
2023-11-16 18:30:48699888.97 KB19
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Accurate Post Training Quantization With Small Calibration Sets
AccuratePostTrainingQuantizationWithSmallCalibrationSetsItayHubara12YuryNahshan1YairHanani1RonBanner1DanielSoudry2Abstract1.IntroductionLately,post-trainingquantizationmethodshaveThepursuitofadvanc...
with Calibration Accurate Training Quantization
2023-11-16 18:00:22800611.65 KB4
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Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift
UnlabelledDataImprovesBayesianUncertaintyCalibrationunderCovariateShiftAlexJ.Chan1AhmedM.Alaa2ZhaozhiQian1MihaelavanderSchaar123Abstracttityoflabelledi.i.ddataareavailable(Krizhevskyetal.,2012).How...
Bayesian Data under Calibration Uncertainty
2023-11-14 21:46:5617413.06 MB23
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Individual Calibration with Randomized Forecasting
IndividualCalibrationwithRandomizedForecastingShengjiaZhao1TengyuMa1StefanoErmon1Abstractbrated,itispossiblethatthetrueoutcomeisalwaysbelowthepredictedmedianonasubgroup(e.g.,men),andalwaysMachinele...
with individual Calibration Randomized Forecasting
2023-11-14 21:44:3717252.49 MB11
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Expectation Maximization with Bias-Corrected Calibration is Hard-To-Beat at Label Shift Adaptation
MaximumLikelihoodwithBias-CorrectedCalibrationisHard-To-BeatatLabelShiftAdaptationAmrM.Alexandari1AnshulKundaje12AvantiShrikumar1Abstract1.IntroductionLabelshiftreferstothephenomenonwheretheImagine...
Maximization with is Calibration Expectation
2023-11-14 21:44:061440356.26 KB3
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Distribution Calibration for regression
DistributionCalibrationforRegressionHaoSong1TomDiethe2MeelisKull3PeterFlach14Abstractmaking,suchascost-sensitiveclassiﬁcation[33].However,fromsimplemodels(e.g.Na¨ıveBayes)tocomplexonesWeareconce...
for Regression Distribution Calibration
2023-11-13 14:46:577051.92 MB23
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Trainable Calibration Measures for Neural Networks from Kernel Mean Embeddings
TrainableCalibrationMeasuresForNeuralNetworksFromKernelMeanEmbeddingsAviralKumar1SunitaSarawagi1UjjwalJain1Abstractlearnedmodelsfeedintodecisionsystemsorarehumanin-terpreted.AlsoCalibrationisuseful...
Neural for from Networks Calibration
2023-11-13 12:00:551447689.32 KB23
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MultiCalibration Calibration for the (Computationally-Identifiable) Masses
MultiCalibration:Calibrationforthe(Computationally-Identiﬁable)MassesU´rsulaHe´bert-Johnson1MichaelP.Kim1OmerReingold1GuyN.Rothblum2Abstractanumberofreasons.First,thetrainingdatamaycontainbiases...
for the Calibration Multicalibration Computationally-Identifiable
2023-11-13 12:00:13971251.73 KB24
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On Calibration of Modern Neural Networks
OnCalibrationofModernNeuralNetworksChuanGuo1GeoffPleiss1YuSun1KilianQ.Weinberger1AbstractLeNet(1998)ResNet(2016)1.0CIFAR-100CIFAR-100ConﬁdenceCalibration–theproblemofpredict-ingprobabilityestimat...
of Neural Networks on Calibration
2023-11-12 20:44:551656809 KB7
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