"Weak"的相关文档

Disambiguation of Weak Supervision leading to Exponential Convergence rates
DisambiguationofWeakSupervisionleadingtoExponentialConvergenceratesVivienCabannes1FrancisBach1AlessandroRudi1Abstractsupervisedlearningareusuallybasedoncleverheuristics,andtheoreticalfoundationsofl...
of to Weak Exponential Supervision
2023-11-16 18:31:091454522.68 KB23
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Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees
AdversarialMulticlassLearningunderWeakSupervisionwithPerformanceGuaranteesAlessioMazzetto1CyrusCousins1DylanSam1StephenH.Bach1EliUpfal1Abstractconﬂictwithoneanother.Weassumeaccesstoonlyasmallamoun...
Learning Adversarial under Weak class
2023-11-16 18:00:27589597.01 KB25
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Strength from Weakness Fast Learning Using Weak Supervision
StrengthfromWeakness:FastLearningUsingWeakSupervisionJoshuaRobinson1StefanieJegelka1SuvritSra1Abstractplexmodelonarelated,largedatatask,andtothenusesthelearnedfeaturesforﬁnetuningonthesmall-datata...
Learning from Using Fast Weak
2023-11-14 21:46:357225.68 MB8
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Fast and Three-rious Speeding Up Weak Supervision with Triplet Methods
FastandThree-rious:SpeedingUpWeakSupervisionwithTripletMethodsDanielY.Fu1MayeeF.Chen1FredericSala1SarahM.Hooper2KayvonFatahalian1ChristopherRe´1Abstract2012);itdrivesapplicationsusedbybillionsofpe...
and Fast Weak Up Supervision
2023-11-14 21:44:108752.07 MB23
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Fair Generative Modeling via Weak Supervision
FairGenerativeModelingviaWeakSupervisionKristyChoi1AdityaGrover1TrishaSingh2RuiShu1StefanoErmon1Abstractdiscriminatorynatureofsuchsystemsandwaystomitigateit(Podestaetal.,2014).Forexample,somenatura...
Generative via Weak Modeling Fair
2023-11-14 21:44:0915834.32 MB18
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Learning Dependency Structures for Weak Supervision Models
LearningDependencyStructuresforWeakSupervisionModelsParomaVarma1FredericSala2AnnHe2AlexanderRatner2ChristopherRe´2Abstracttreatingthetruelabelasalatentvariable(Alfonsecaetal.,2012;Takamatsuetal.,2...
Learning for Models Weak Structures
2023-11-13 14:47:36805311.95 KB12
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Weak Detection of Signal in the Spiked Wigner Model
WeakDetectionofSignalintheSpikedWignerModelHyeWonChung1JiOonLee2Abstractwherethesignalx∈RNandHisanN×NWignerma-trix.(SeeDeﬁnitions1and2.)ThespikedWignermodelWeconsidertheproblemofdetectingthepres...
of the in Detection Weak
2023-11-13 14:46:081322466.89 KB4
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Dueling Bandits with Weak Regret
DuelingBanditswithWeakRegretBangruiChen1PeterI.Frazier1AbstractWestudyamodelforthissettingcalledtheduelingbanditproblem(Yue&Joachims,2009).TheitemswemayofferWeconsideronlinecontentrecommendationwit...
with Dueling Bandits Weak Regret
2023-11-12 20:44:1711401.15 MB28
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