"Mitigating"的相关文档

Understanding and Mitigating Accuracy Disparity in Regression
UnderstandingandMitigatingAccuracyDisparityinRegressionJianfengChi1YuanTian1GeoffreyJ.Gordon2HanZhao3Abstractcases,BuolamwiniandGebru(2018)showedthatnotableaccuracydisparityexistsacrossdifferentrac...
and Regression in Understanding Accuracy
2023-11-16 19:42:1615411.27 MB26
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Towards Understanding and Mitigating Social Biases in Language Models
TowardsUnderstandingandMitigatingSocialBiasesinLanguageModelsPaulPuLiang1ChiyuWu1Louis-PhilippeMorency1RuslanSalakhutdinov1AbstractZhaoetal.,2017).Morerecently,languagemodels(LMs)areincreasinglyuse...
and in Towards Understanding Mitigating
2023-11-16 19:42:12965963.33 KB26
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Understanding and Mitigating the Tradeoff between Robustness and Accuracy
UnderstandingandMitigatingtheTradeoffBetweenRobustnessandAccuracyAditiRaghunathan1SangMichaelXie1FannyYang2JohnC.Duchi1PercyLiang1AbstractStdErr(AT)-StdErr(Std)(%)ε=1/255Figure1.Gapbetweenthestan-...
and the Robustness Understanding Tradeoff
2023-11-14 21:46:5412308.22 MB14
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Invertible generative models for inverse problems Mitigating representation error and dataset bias
Invertiblegenerativemodelsforinverseproblems:MitigatingrepresentationerroranddatasetbiasMuhammadAsim1MaxDaniels2OscarLeong3AliAhmed†1PaulHand†2Abstract1.IntroductionTrainedgenerativemodelshavesho...
for Models Generative Inverse Problems
2023-11-14 21:44:445484.17 MB1
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ConQUR Mitigating Delusional Bias in Deep Q-Learning
ConQUR:MitigatingDelusionalBiasinDeepQ-learningDiJia(Andy)Su12JaydenOoi1TylerLu1DaleSchuurmans13CraigBoutilier1Abstract&Smart,2004;Melo&Ribeiro,2007;Maeietal.,2010;Munosetal.,2016);butitremainsdif...
Deep in Bias Mitigating Q-learning
2023-11-14 21:43:3411041.06 MB4
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Shallow-Deep Networks Understanding and Mitigating Network Overthinking
Shallow-DeepNetworks:UnderstandingandMitigatingNetworkOverthinkingYigitcanKaya1SanghyunHong1TudorDumitras,1Abstractperformevencomplextasks,suchasdrivingorplayingthepiano,withlittlementaleffort(Kahn...
Networks and Network Understanding Mitigating
2023-11-13 14:48:331172319.79 KB7
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Mitigating Bias in Adaptive Data Gathering via Differential Privacy
MitigatingBiasinAdaptiveDataGatheringviaDifferentialPrivacySethNeel1AaronRoth2Abstracttialclinicaltrialsmayhaltorre-allocatecertaintreatmentgroupsduetopreliminaryresults,andempiricalscientistsDatat...
Adaptive via Data in Bias
2023-11-13 12:00:101411425.93 KB12
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