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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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StingyCD Safely Avoiding Wasteful Updates in Coordinate Descent
StingyCD:SafelyAvoidingWastefulUpdatesinCoordinateDescentTylerB.Johnson1CarlosGuestrin1Abstractrecentyears.Thisincludestheoretical(Nesterov,2012;Shalev-Shwartz&Tewari,2011)andmoreapplied(FanCoordin...
Coordinate in Updates Avoiding StingyCD
2023-11-12 20:45:188981.32 MB29
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Gradient Coding Avoiding Stragglers in Distributed Learning
GradientCoding:AvoidingStragglersinDistributedLearningRashishTandon1QiLei2AlexandrosG.Dimakis3NikosKarampatziakis4AbstractW1W2W3WeproposeanovelcodingtheoreticframeworkD1D2D3formitigatingstragglersi...
Learning Distributed Gradient in Avoiding
2023-11-12 20:44:2817073.11 MB27
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Exact MAP Inference by Avoiding Fractional Vertices
ExactMAPInferencebyAvoidingFractionalVerticesErikM.Lindgren1AlexandrosG.Dimakis1AdamKlivans2AbstracttionisgivenbyGivenagraphicalmodel,oneessentialprob-lemisMAPinference,thatis,ﬁndingthemostlik...
Inference by Map Exact Avoiding
2023-11-12 20:44:21545276.62 KB28
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