"Attribution"的相关文档

Towards Rigorous Interpretations a Formalisation of Feature Attribution
TowardsRigorousInterpretations:aFormalisationofFeatureAttributionDariusAfchar12RomainHennequin1VincentGuigue2Abstractcontrollinganddisentanglingeveryaspectofamodelpre-diction,rangingfromhowthedatai...
of Feature Attribution Towards Interpretations
2023-11-16 19:42:11708970.95 KB18
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Flow-based Attribution in Graphical Models A Recursive Shapley Approach
Flow-basedAttributioninGraphicalModels:ARecursiveShapleyApproachRaghavSingal1GeorgeMichailidis12HoiyiNg1AbstractForinstance,asweillustratein§6,ourframeworkcanbeusedtounderstandwhethersensitiveattr...
Models Attribution in Graphical Recursive
2023-11-16 18:37:541319336.82 KB6
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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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Interpretability Beyond Feature Attribution Quantitative Testing with Concept Activation Vectors (TCAV)
InterpretabilityBeyondFeatureAttribution:QuantitativeTestingwithConceptActivationVectors(TCAV)BeenKimMartinWattenbergJustinGilmerCarrieCaiJamesWexlerFernandaViegasRorySayresAbstractcoefﬁcientweigh...
Feature with Attribution Beyond Testing
2023-11-13 11:59:4918041.99 MB2
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Axiomatic Attribution for Deep Networks
AxiomaticAttributionforDeepNetworksMukundSundararajan1AnkurTaly1QiqiYan1AbstractShrikumaretal.,2016;Binderetal.,2016;Springenbergetal.,2014).Westudytheproblemofattributingthepre-dictionofadeepnetwo...
for Networks Deep Axiomatic Attribution
2023-11-12 20:43:5517473.04 MB11
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Towards Rigorous Interpretations a Formalisation of Feature Attribution

Flow-based Attribution in Graphical Models A Recursive Shapley Approach

Bias Also Matters Bias Attribution for Deep Neural Network Explanation

Interpretability Beyond Feature Attribution Quantitative Testing with Concept Activation Vectors (TCAV)

Axiomatic Attribution for Deep Networks