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DeltaGrad Rapid Retraining of machine learning models
DeltaGrad:RapidRetrainingofmachinelearningmodelsYinjunWu1EdgarDobriban2SusanB.Davidson1AbstractFigure1.RunningtimeofourDeltaGradalgorithmforRetrainingalogisticregressionmodelonRCV1asafunctionofthef...
Learning of Models Machine Rapid
2023-11-14 21:43:4716991.16 MB25
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Repairing without Retraining Avoiding Disparate Impact with Counterfactual Distributions
RepairingwithoutRetraining:AvoidingDisparateImpactwithCounterfactualDistributionsHaoWang1BerkUstun1FlavioP.Calmon1AbstractKusneretal.,2017;Galhotraetal.,2017),andhowitcanbemitigated(Feldmanetal.,20...
with without Avoiding Impact Retraining
2023-11-13 14:48:241201464.34 KB17
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Improving Neural Network Quantization without Retraining using Outlier Channel Splitting
ImprovingNeuralNetworkQuantizationwithoutRetrainingusingOutlierChannelSplittingRitchieZhao1YuweiHu1JordanDotzel1ChristopherDeSa1ZhiruZhang1AbstracttoreducingthecostsofDNNexecutionistoquantizetheﬂo...
Neural Using without Improving Network
2023-11-13 14:47:301441419.36 KB5
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