"Fair"的相关文档

Fair Regression Quantitative Definitions and Reduction-Based Algorithms
FairRegression:QuantitativeDeﬁnitionsandReduction-basedAlgorithmsAlekhAgarwal1MiroslavDud´ık2ZhiweiStevenWu3Abstracthavebeenproposed(Berketal.,2017;Chouldechova,2017;Hardtetal.,2016;Kleinbergeta...
and Algorithms Regression Reduction-Based Fair
2023-11-13 14:47:07959693.44 KB24
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Fair k-Center Clustering for Data Summarization
Fairk-CenterClusteringforDataSummarizationMattha¨usKleindessner1PranjalAwasthi1JamieMorgenstern2AbstractseveralexamplesofunsavoryMLbehaviorpertainingtounsupervisedlearningtasks,suchasgenderstereot...
for Data Clustering Summarization Fair
2023-11-13 14:47:0714692.92 MB28
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Differentially Private Fair Learning
DifferentiallyPrivateFairLearningMatthewJagielski1MichaelKearns2JiemingMao2AlinaOprea1AaronRoth2SaeedShariﬁ-Malvajerdi2JonathanUllman1Abstractregulationsoftenrestricttheuseof“sensitive”orprotect...
Learning Differentially Private Fair
2023-11-13 14:46:52581563.96 KB4
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Residual UnFairness in Fair Machine Learning from Prejudiced Data
ResidualUnFairnessinFairMachineLearningfromPrejudicedDataNathanKallus1AngelaZhou2Abstractnewquestionsaboutthepossibleharmsoflearningfromdatawhichissubjecttohistoricalbias.Unlikeclean-cutpre-Recentw...
Learning from in Machine Fair
2023-11-13 12:00:341366678.64 KB29
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Learning Adversarially Fair and Transferable Representations
LearningAdversariallyFairandTransferableRepresentationsDavidMadras12ElliotCreager12ToniannPitassi12RichardZemel12Abstractthatincludepatternsofpreviousdiscriminationandsocietalbias.Thustherehasbeena...
Learning Representations and Adversarially Fair
2023-11-13 11:59:53590535.84 KB21
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Fair and Diverse DPP-Based Data Summarization
FairandDiverseDPP-BasedDataSummarizationL.ElisaCelis1VijayKeswani1DamianStraszak1AmitDeshpande2TarunKathuria3NisheethK.Vishnoi1Abstractunder-representationofwomeninsearchresults(Kayetal.,2015).Conc...
and Data Summarization Fair Diverse
2023-11-13 11:59:331680323.78 KB2
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Delayed Impact of Fair Machine Learning
DelayedImpactofFairMachineLearningLydiaT.Liu1SarahDean1EstherRolf1MaxSimchowitz1MoritzHardt1Abstractvantagedgroupsinthepopulation(ExecutiveOfﬁceofthePresident,2016;Barocas&Selbst,2016).Consequentl...
Learning of Machine Delayed Impact
2023-11-13 11:59:256941.73 MB29
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