"Bias"的相关文档

Understanding the Origins of Bias in Word Embeddings
UnderstandingtheOriginsofBiasinWordEmbeddingsMarc-EtienneBrunet12ColleenAlkalay-Houlihan1AshtonAnderson12RichardZemel12Abstract2013a)andGloVe(Penningtonetal.,2014)acquirestereo-typicalhumanBiasesfr...
word of the in Understanding
2023-11-13 14:48:541151490.75 KB20
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On the Spectral Bias of Neural Networks
OntheSpectralBiasofNeuralNetworksNasimRahaman12AristideBaratin1DevanshArpit1FelixDraxler2MinLin1FredA.Hamprecht2YoshuaBengio1AaronCourville1AbstractexposethisBiasbytakingacloserlookatneuralnetworks...
of Neural Networks on the
2023-11-13 14:48:0613691.57 MB23
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Bias Also Matters Bias Attribution for Deep Neural Network Explanation
BiasAlsoMatters:BiasAttributionforDeepNeuralNetworkExplanationShengjieWang1TianyiZhou1JefferyA.Bilmes2Abstractfunctions,utilizingmulti-layerarchitecturesandarichsetofpossiblehiddennon-linearities,m...
Neural for Deep Attribution Bias
2023-11-13 14:46:328243.67 MB25
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On the Implicit Bias of Dropout
OntheImplicitBiasofDropoutPooryaMianjy1RamanArora1ReneVidal2Abstractdropout(Srivastavaetal.,2014).Inparticular,dropout,whichisthefocusofthispaper,randomlydropshiddenAlgorithmicapproachesendowdeeple...
of on the Dropout Implicit
2023-11-13 12:00:196792.98 MB14
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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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Explicit Inductive Bias for Transfer Learning with Convolutional Networks
ExplicitInductiveBiasforTransferLearningwithConvolutionalNetworksXuhongLI1YvesGRANDVALET1FranckDAVOINE1Abstractlearningfromthelarge-scaledatabaseofthesourcetaskandthisknowledgeisthentransferredtoth...
Learning for with Transfer Bias
2023-11-13 11:59:311848303.35 KB12
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Characterizing Implicit Bias in Terms of Optimization Geometry
CharacterizingImplicitBiasinTermsofOptimizationGeometrySuriyaGunasekar1JasonLee2DanielSoudry3NathanSrebro1AbstractassociatedhyperparametercanchangetheimplicitBias.Forexample,Wilsonetal.(2017)showed...
of Optimization in Characterizing Implicit
2023-11-13 11:59:1414243.57 MB23
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