"Risk"的相关文档

标签“Risk”的相关文档，共16条

Risk Bounds and Rademacher Complexity in Batch Reinforcement Learning
RiskBoundsandRademacherComplexityinBatchReinforcementLearningYaqiDuan1ChiJin2ZhiyuanLi3Abstractalgorithmsincludingsupportvectormachines(Cortes&Vapnik,1995;Suykens&Vandewalle,1999),boosting(Fre-This...
and Complexity in Batch bounds
2023-11-16 19:41:351939398.95 KB7
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Outside the Echo Chamber Optimizing the Performative Risk
OutsidetheEchoChamber:OptimizingthePerformativeRiskJohnMiller1JuanC.Perdomo1TijanaZrnic1Abstractriumnotionknownasperformativestability(Drusvyatskiy&Xiao,2020;Mendler-Du¨nneretal.,2020;Brownetal.,I...
the Optimizing Risk Performative Outside
2023-11-16 19:28:271631340.02 KB27
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Out-of-Distribution Generalization via Risk Extrapolation (REx)
Out-of-DistributionGeneralizationviaRiskExtrapolationDavidKrueger12EthanCaballero12Joern-HenrikJacobsen34AmyZhang156JonathanBinas12DinghuaiZhang12RemiLePriol12AaronCourville12Abstractcorrectlyclass...
via generalization Risk Extrapolation Out-of-Distribution
2023-11-16 19:28:261512721.2 KB29
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Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning
Rate-DistortionAnalysisofMinimumExcessRiskinBayesianLearningHassanHafez-Kolahi1BehradMoniri2ShohrehKasaei1MahdiehSoleymaniBaghshah1AbstractinthisregardistostudylowerboundsontheexcessRiskwhichcouldb...
of Analysis in Risk Minimum
2023-11-16 19:28:231785368.75 KB22
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Heterogeneous Risk Minimization
HeterogeneousRiskMinimizationJiashuoLiu1ZheyuanHu1PengCui1BoLi2ZheyanShen1AbstractwithERMusuallysufferfrompoorgeneralizationperfor-manceduetothegreedyexploitationofcorrelationsamongMachinelearninga...
Minimization Risk Heterogeneous
2023-11-16 18:46:546441.6 MB26
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Unbiased Risk Estimators Can Mislead A Case Study of Learning with Complementary Labels
UnbiasedRiskEstimatorsCanMislead:ACaseStudyofLearningwithComplementaryLabelsYu-TingChou1GangNiu2Hsuan-TienLin1MasashiSugiyama23Abstractetal.,2014;2015;Niuetal.,2016;Sakaietal.,2017;2018),unlabeled-...
Can Estimators Risk case Unbiased
2023-11-14 21:46:521042732.2 KB14
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Invariant Risk Minimization Games
InvariantRiskMinimizationGamesKartikAhuja1KarthikeyanShanmugam1KushR.Varshney1AmitDhurandhar1Abstractwereindeserts.TheCNNpickedupthespuriouscorrela-tion,i.e.,itassociatedgreenpastureswithcowsandfai...
Minimization Games Invariant Risk
2023-11-14 21:44:4311041.12 MB21
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Adversarial Risk via Optimal Transport and Optimal Couplings
AdversarialRiskviaOptimalTransportandOptimalCouplingsMuniSreenivasPydi1VarunJog1Abstract(Athalyeetal.,2018;Carlini&Wagner,2017;Goodfel-lowetal.,2014)anddefensemethodsagainstsuchattacksTheaccuracyof...
Adversarial and via Optimal Transport
2023-11-14 21:43:025281005.83 KB23
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Fairwashing the Risk of rationalization
Fairwashing:theRiskofrationalizationUlrichA¨ıvodji1HiromiArai23OlivierFortineau4Se´bastienGambs1SatoshiHara5AlainTapp67AbstractInparticular,toensuretransparencyandexplainabilityinalgorithmicdeci...
of the Risk Fairwashing rationalization
2023-11-13 14:47:081823842.83 KB26
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Fairness Risk measures
FairnessRiskMeasuresRobertC.Williamson1AdityaKrishnaMenon2Abstractabstractedearlierdeﬁnitionsoffairnessbyframingtheprob-lemintermsofsubgrouplosses.Intuitively,theseworksEnsuringthatclassiﬁersaren...
Fairness Risk Measures
2023-11-13 14:47:071058459.41 KB16
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Differentially Private Empirical Risk Minimization with Non-convex Loss Functions
DifferentiallyPrivateEmpiricalRiskMinimizationwithNon-convexLossFunctionsDiWang1ChangyouChen1JinhuiXu1Abstractsultsobtainedfromsensitivedatasothatthedistributionoftheperturbedresultsisinsensitiveto...
with Differentially Private Non-convex Minimization
2023-11-13 14:46:52514201.08 KB20
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Concentration Inequalities for Conditional Value at Risk
ConcentrationInequalitiesforConditionalValueatRiskPhilipS.Thomas1ErikLearned-Miller1AbstractPrashanth&Ghavamzadeh,2013;Chow&Ghavamzadeh,2014;Tamaretal.,2015;Pintoetal.,2017;Morimuraetal.,Inthispape...
for Conditional at Value Risk
2023-11-13 14:46:4314713.82 MB17
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Bayesian Counterfactual Risk Minimization
BayesianCounterfactualRiskMinimizationBenLondon1TedSandler1AbstractThegoalofCRMistolearnapolicyfromdatathatwasloggedbyapreviouspolicysoastomaximizeexpectedWepresentaBayesianviewofcounterfactualrewa...
Bayesian Counterfactual Minimization Risk
2023-11-13 14:46:281246387.14 KB2
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Information Theoretic Guarantees for Empirical Risk Minimization with Applications to Model Selection and Large-Scale Optimization
InformationTheoreticGuaranteesforEmpiricalRiskMinimizationwithApplicationstoModelSelectionandLarge-ScaleOptimizationIbrahimAlabdulmohsin1AbstractadomainZ,andalossfunctionontheproductspacef:Inthispa...
for Guarantees Minimization Information Risk
2023-11-13 11:59:481558591.71 KB29
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Adversarial Risk and the Dangers of Evaluating Against Weak Attacks
AdversarialRiskandtheDangersofEvaluatingAgainstWeakAttacksJonathanUesato1BrendanO’Donoghue1AaronvandenOord1PushmeetKohli1Abstractadversarialexamplescanbecomputedrelativelyeasilybyusingoptimization...
of Adversarial and the Evaluating
2023-11-13 11:59:00843299.95 KB3
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Risk Bounds for Transferring Representations With and Without Fine-Tuning
RiskBoundsforTransferringRepresentationsWithandWithoutFine-TuningDanielMcNamara1Maria-FlorinaBalcan2Abstractneuralnetworks.1Underthis‘representation-as-a-service’model,ausermayexpecttoaccessthere...
for Representations and with bounds
2023-11-12 20:45:081031426.04 KB23
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