"Robust"的相关文档 - 文库宝

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标签“Robust”的相关文档，共115条

Robust Asymmetric Learning in POMDPs
RobustAsymmetricLearninginPOMDPsAndrewWarrington1J.WilderLavington23AdamS´cibior23MarkSchmidt24FrankWood235Abstracttheworld,tocompletethetask.Atrainee,observingonlyimages,canthenlearntomimictheact...
Learning Asymmetric Robust in POMDPs
2023-11-16 19:41:3612392.46 MB9
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Projection Robust Wasserstein Barycenters
ProjectionRobustWassersteinBarycentersMinhuiHuang1ShiqianMa2LifengLai1AbstractHowever,computingtheWBforasetofprobabilitydis-tributionsisnotoriouslyhard.ThehardnesscomesfromCollectingandaggregatingi...
Robust Projection Wasserstein Barycenters
2023-11-16 19:28:33755749.78 KB16
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Policy Gradient Bayesian Robust Optimization for Imitation Learning
PolicyGradientBayesianRobustOptimizationforImitationLearningZaynahJaved1DanielS.Brown1SatvikSharma1JerryZhu1AshwinBalakrishna1MarekPetrik2AncaD.Dragan1KenGoldberg1Abstracthuman-designedrewardfuncti...
for Optimization Gradient Bayesian Robust
2023-11-16 19:28:291011874.8 KB15
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On-the-fly Rectification for Robust Large-Vocabulary Topic Inference
On-the-FlyRectiﬁcationforRobustLarge-VocabularyTopicInferenceMoontaeLee1SungjunCho2KunDong3DavidMimno4DavidBindel5Abstractbetweenthelatentvariables(Bleietal.,2003;Airoldietal.,2008;A.Erosheva,2003...
for Inference Robust Topic On-the-fly
2023-11-16 19:28:255401.13 MB24
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On Robust Mean Estimation under Coordinate-level Corruption
OnRobustMeanEstimationunderCoordinate-levelCorruptionZifanLiu1JonghoPark1TheodorosRekatsinas1ChristosTzamos1Abstractﬁlteringordown-weightingcorrupteddatavectorstoreducetheirinﬂuence(Diakonikolase...
on Robust Estimation under Mean
2023-11-16 19:15:4518422.31 MB14
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On Lower Bounds for Standard and Robust Gaussian Process Bandit Optimization
OnLowerBoundsforStandardandRobustGaussianProcessBanditOptimizationXuCai1JonathanScarlett12Abstractgunovicetal.,2016;Wang&Jegelka,2017;Janzetal.,2020),andalgorithm-independentlowerboundshavebeenInth...
for and on Robust bounds
2023-11-16 19:15:431166734.39 KB21
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Monotonic Robust Policy Optimization with Model Discrepancy
MonotonicRobustPolicyOptimizationwithModelDiscrepancyYuankunJiang1ChenglinLi2WenruiDai1JunniZou1HongkaiXiong2Abstractcontroltasks,e.g.,playingcomputergameswithhuman-levelperformance(Mnihetal.,2013;...
Optimization with Model Robust Policy
2023-11-16 19:15:2814732.57 MB9
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Making Paper Reviewing Robust to Bid Manipulation Attacks
MakingPaperReviewingRobusttoBidManipulationAttacksRuihanWu1ChuanGuo2FelixWu3†RahulKidambi4†LaurensvanderMaaten2KilianQ.Weinberger1Abstractbidsisimportantbecausethereviewqualityishigherwhenreviewe...
Robust Making to bid Manipulation
2023-11-16 19:05:1317631.47 MB12
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Making transport more Robust and interpretable by moving data through a small number of anchor points
MakingtransportmoreRobustandinterpretablebymovingdatathroughasmallnumberofanchorpointsChi-HengLin1MehdiAzabou12EvaL.Dyer123Abstracttivemodeling(MartinArjovsky&Bottou,2017;Tolstikhinetal.,2017),docu...
and by Robust Transport Making
2023-11-16 19:05:1212149.31 MB24
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Learning from History for Byzantine Robust Optimization
LearningfromHistoryforByzantineRobustOptimizationSaiPraneethKarimireddy1LieHe1MartinJaggi1Abstracttryingtoderailtheprocess,ormightsimplybemalfunc-tioningandhencesendingarbitrarymessages.EnsuringByz...
Learning for from Optimization Robust
2023-11-16 19:05:0018742.96 MB4
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Improved Corruption Robust Algorithms for Episodic Reinforcement Learning
ImprovedCorruptionRobustAlgorithmsforEpisodicReinforcementLearningYifangChen1SimonS.Du1KevinJamieson1Abstractstageaccordingtotheunderlyingtransitionfunction.Westudyepisodicreinforcementlearningunde...
for Algorithms Reinforcement Robust Improved
2023-11-16 18:47:01874288.01 KB23
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First-Order Methods for Wasserstein Distributionally Robust MDP
First-OrderMethodsforWassersteinDistributionallyRobustMDPsJulienGrand-Cle´ment1ChristianKroer1Abstractpolicies,astheyoptimizeonlyfortheworst-casekernelre-alization,withoutincorporatingdistribution...
for Methods Robust Wasserstein Distributionally
2023-11-16 18:38:127522.5 MB8
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Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks
Expressive1-LipschitzNeuralNetworksforRobustMultipleGraphLearningagainstAdversarialAttacksXinZhao1ZeruZhang1ZijieZhang1LingfeiWu2JiayinJin1YangZhou1RuomingJin3DejingDou45DaYan6Abstractment)(Zhang&T...
Neural for Networks Robust Multiple
2023-11-16 18:38:061397623.05 KB23
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Efficient Training of Robust Decision Trees Against Adversarial Examples
EfﬁcientTrainingofRobustDecisionTreesAgainstAdversarialExamplesDanie¨lVos1SiccoVerwer1Abstractetal.,2019),wecloselymimicthegreedyrecursivesplit-tingstrategythattraditionaldecisiontreesuseandwesco...
of Efficient Robust Trees Decision
2023-11-16 18:37:591638780.76 KB27
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Defense against backdoor attacks via Robust covariance estimation
SPECTRE:DefendingAgainstBackdoorAttacksUsingRobustStatisticsJonathanHayase1WeihaoKong1RaghavSomani1SewoongOh1AbstractaccuracyonpoisonedtestexamplesStartingwiththeseminalworkof(Guetal.,2017),thereha...
via Robust Covariance Attacks against
2023-11-16 18:31:0211261.77 MB13
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Cumulants of Hawkes Processes are Robust to Observation Noise
CumulantsofHawkesProcessesareRobusttoObservationNoiseWilliamTrouleau1JalalEtesami2MatthiasGrossglauser1NegarKiyavash2PatrickThiran1Abstracttheyareusedtomodelthestochastictimeevolutionoflimitorderbo...
of Robust Processes to Are
2023-11-16 18:30:5417681.82 MB20
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CRFL Certifiably Robust Federated Learning against Backdoor Attacks
CRFL:CertiﬁablyRobustFederatedLearningagainstBackdoorAttacksChulinXie1MinghaoChen2Pin-YuChen3BoLi1AbstractCRFLTrainingCRFLTestingFederatedLearning(FL)asadistributedlearn-ModelUpdatesParameteringpa...
Learning Robust against Federated Backdoor
2023-11-16 18:30:5310913.62 MB19
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Dual Principal Component Pursuit for Robust Subspace Learning Theory and Algorithms for a Holistic Approach
DualPrincipalComponentPursuitforRobustSubspaceLearning:TheoryandAlgorithmsforaHolisticApproachTianyuDing1ZhihuiZhu2Rene´Vidal3DanielP.Robinson4Abstractoutliersandnoise.Unlikeinliers,whichexactlyli...
for Robust Pursuit Subspace Principal
2023-11-16 18:30:5115131.08 MB4
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Doubly Robust Off-Policy Actor-Critic Convergence and Optimality
DoublyRobustOff-PolicyActor-Critic:ConvergenceandOptimalityTengyuXu1ZhuoranYang2ZhaoranWang3YingbinLiang1Abstract(Haarnojaetal.,2018),etc.However,thesesuccessesusu-allyrelyontheaccesstoon-policysam...
and Convergence Robust Off-Policy Doubly
2023-11-16 18:30:491221461.66 KB25
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DORO Distributional and Outlier Robust Optimization
DORO:DistributionalandOutlierRobustOptimizationRuntianZhai1ChenDan1J.ZicoKolter1PradeepRavikumar1Abstractshiftproblems,suchaslearningforalgorithmicfairness(Dworketal.,2012;Barocas&Selbst,2016)where...
Optimization and Robust Distributional Outlier
2023-11-16 18:30:491630706.88 KB3
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