"Accuracy"的相关文档

标签“Accuracy”的相关文档，共13条

Understanding and Mitigating Accuracy Disparity in Regression
UnderstandingandMitigatingAccuracyDisparityinRegressionJianfengChi1YuanTian1GeoffreyJ.Gordon2HanZhao3Abstractcases,BuolamwiniandGebru(2018)showedthatnotableAccuracydisparityexistsacrossdifferentrac...
and Regression in Understanding Accuracy
2023-11-16 19:42:1615411.27 MB26
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Accuracy, Interpretability, and Differential Privacy via Explainable Boosting
Accuracy,Interpretability,andDifferentialPrivacyviaExplainableBoostingHarshaNori1RichCaruana1ZhiqiBu2JudyHanwenShen3JanardhanKulkarni1AbstractWhileGAMsweretraditionallyﬁtusingsmoothlow-orderspline...
and via Differential Privacy Accuracy
2023-11-16 18:00:221740604.89 KB14
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Accuracy on the Line on the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization
AccuracyontheLine:OntheStrongCorrelationBetweenOut-of-DistributionandIn-DistributionGeneralizationJohnMiller1RohanTaori2AditiRaghunathan2ShioriSagawa2PangWeiKoh2VaishaalShankar1PercyLiang2YairCarmo...
on the Strong Accuracy between
2023-11-16 18:00:2110042.1 MB22
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Private Counting from Anonymous Messages Near-Optimal Accuracy with Vanishing Communication Overhead
PrivateCountingfromAnonymousMessages:Near-OptimalAccuracywithVanishingCommunicationOverheadBadihGhazi1RaviKumar1PasinManurangsi1RasmusPagh21Abstractprotectingpotentiallysensitive,user-speciﬁcinfor...
from Private Near-Optimal Anonymous Counting
2023-11-14 21:45:56953457.67 KB5
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Overparameterization hurts worst-group Accuracy with spurious correlations
AnInvestigationofWhyOverparameterizationExacerbatesSpuriousCorrelationsShioriSagawa1AditiRaghunathan1PangWeiKoh1PercyLiang1AbstractUnderparameterizedOverparameterizedWestudywhyoverparameterization...
with Spurious Accuracy Overparameterization hurts
2023-11-14 21:45:485773.76 MB19
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Learning From Strategic Agents Accuracy, Improvement, and Causality
CausalStrategicLinearRegressionYonadavShavit1BenjaminL.Edelman1BrianAxelrod2Abstractthen,aresomemodelskepthiddenfromtheviewofthosesubjecttotheirdecisions?Inmanypredictivedecision-makingscenarios,su...
Learning from and Agents Strategic
2023-11-14 21:44:531293714.26 KB22
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Is There a Trade-Off Between Fairness and Accuracy A Perspective Using Mismatched Hypothesis Testing
IsThereaTrade-OffBetweenFairnessandAccuracy?APerspectiveUsingMismatchedHypothesisTestingSanghamitraDutta12DennisWei1HazarYueksel1Pin-YuChen1SijiaLiu1KushR.Varshney1Abstract2012;Agarwaletal.,2018;Ha...
and Fairness is There Accuracy
2023-11-14 21:44:4518251.11 MB18
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Fast Deterministic CUR Matrix Decomposition with Accuracy Assurance
FastDeterministicCURMatrixDecompositionwithAccuracyAssuranceYasutoshiIda12SekitoshiKanai1YasuhiroFujiwara3TomoharuIwata3KohTakeuchi24HisashiKashima24Abstractthedatamatrix.Namely,thedecomposedmatric...
Matrix with Fast Decomposition Accuracy
2023-11-14 21:44:111736445.98 KB19
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Evaluating Machine Accuracy on ImageNet
EvaluatingMachineAccuracyonImageNetVaishaalShankar1RebeccaRoelofs2HoriaMania1AlexFang1BenjaminRecht1LudwigSchmidt1AbstractInthispaper,wecontextualizeprogressonImageNetbycomparingawiderangeofImageNe...
on Machine Evaluating Accuracy ImageNet
2023-11-14 21:44:056971.62 MB16
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Bounding the fairness and Accuracy of classifiers from population statistics
BoundingtheFairnessandAccuracyofClassiﬁersfromPopulationStatisticsSivanSabato12andEladYom-Tov2Abstractfairnesswithrespecttothestateofresidence(assumingaUS-basedpopulation).Accuracyandfairnessareea...
of and the Fairness Classifiers
2023-11-14 21:43:197591.1 MB13
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Theoretically Principled Trade-off between Robustness and Accuracy
TheoreticallyPrincipledTrade-offbetweenRobustnessandAccuracyHongyangZhang12YaodongYu3JiantaoJiao4EricP.Xing15LaurentElGhaoui4MichaelI.Jordan4Abstractblocksforarangeofsecurity-criticalsystemsandappl...
and Theoretically Principled Robustness Accuracy
2023-11-13 14:48:471201750.59 KB25
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Memory-Optimal Direct Convolutions for Maximizing Classification Accuracy in Embedded Applications
Memory-OptimalDirectConvolutionsforMaximizingClassiﬁcationAccuracyinEmbeddedApplicationsAlbertGural1BorisMurmann1Abstract(IoT),themachinelearningmodelistrainedonaserverandsubsequentlydeployedacros...
for Classification Maximizing Convolutions Direct
2023-11-13 14:47:508347.43 MB10
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Improving the Privacy and Accuracy of ADMM-Based Distributed Algorithms
ImprovingthePrivacyandAccuracyofADMM-BasedDistributedAlgorithmsXueruZhang1MohammadMahdiKhalili1MingyanLiu1Abstractinteractiveprocessoflocalcomputationandmessagepass-ing,whichideallyshouldresultinal...
of and the Improving Privacy
2023-11-13 11:59:47781673.98 KB19
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