"AUC"的相关文档

Federated Deep AUC Maximization for Hetergeneous Data with a Constant Communication Complexity
FederatedDeepAUCMaximizationforHeterogeneousDatawithaConstantCommunicationComplexityZhuoningYuan1ZhishuaiGuo1YiXu2YimingYing3TianbaoYang1Abstractdistributedovermultipleclients,e.g.,mobilephones,org...
for Maximization Deep Data AUC
2023-11-16 18:38:10789971.81 KB8
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Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks
Communication-EfﬁcientDistributedStochasticAUCMaximizationwithDeepNeuralNetworksZhishuaiGuo1MingruiLiu1ZhuoningYuan1LiShen2WeiLiu2TianbaoYang1Abstract1.IntroductionInthispaper,westudydistributedal...
Maximization Distributed with Deep Stochastic
2023-11-14 21:43:306201.52 MB28
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AUCμ A Performance Metric for Multi-Class Machine Learning Models
AUCµ:APerformanceMetricforMulti-ClassMachineLearningModelsRossS.Kleiman1DavidPage12Abstractmulti-classAUCanalog.However,inourworkweshowthatMcanfailtoreturnascoreof1(perfectperformance),Theareaunde...
Learning for Machine Metric Multi-Class
2023-11-13 14:46:271384587.53 KB18
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Stochastic Proximal Algorithms for AUC Maximization
StochasticProximalAlgorithmsforAUCMaximizationMichaelNatoleJr.1YimingYing1SiweiLyu2Abstractformeasuringtheperformanceinthesetasks.Inpartic-ular,minimizationoftheranklossinbipartiterankingisStochast...
for Maximization Algorithms Stochastic Proximal
2023-11-13 12:00:45690389.68 KB12
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Fast Stochastic AUC Maximization with $O(1 n)$-Convergence Rate
FastStochasticAUCMaximizationwithO(1/n)-ConvergenceRateMingruiLiu1XiaoxuanZhang1ZaiyiChen2XiaoyuWang3TianbaoYang1Abstract1982).Comparedwithmisclassiﬁcationrate,AUCismorefavorableintheapplicationsw...
Maximization with Stochastic Fast Rate
2023-11-13 11:59:341356460.99 KB23
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Federated Deep AUC Maximization for Hetergeneous Data with a Constant Communication Complexity

Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks

AUCμ A Performance Metric for Multi-Class Machine Learning Models

Stochastic Proximal Algorithms for AUC Maximization

Fast Stochastic AUC Maximization with $O(1 n)$-Convergence Rate