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标签“Efficient”的相关文档，共121条

Beyond UCB Optimal and Efficient Contextual Bandits with Regression Oracles
BeyondUCB:OptimalandEfﬁcientContextualBanditswithRegressionOraclesDylanJ.Foster1AlexanderRakhlin1Abstractible,generalpurposealgorithmsthatworkforarbitrary,user-speciﬁedclassesofpoliciesandcomewit...
Efficient and Beyond Optimal Contextual
2023-11-14 21:43:156102.14 MB22
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Taming MAML Efficient unbiased meta-reinforcement learning
TamingMAML:EfﬁcientUnbiasedMeta-ReinforcementLearningHaoLiu1RichardSocher1CaimingXiong1Abstractreinforcementlearning(Meta-RL)(Wangetal.,2016;Duanetal.,2016;Mishraetal.,2018;Finnetal.,2017;NicholWh...
Learning Efficient Unbiased Meta-Reinforcement Taming
2023-11-13 14:48:427412.56 MB20
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Provably Efficient RL with Rich Observations via Latent State Decoding
ProvablyefﬁcientRLwithRichObservationsviaLatentStateDecodingSimonS.Du1AkshayKrishnamurthy2NanJiang3AlekhAgarwal4MiroslavDud´ık2JohnLangford2Abstract2010;Lattimore&Hutter,2012).Consequently,treat...
Efficient with via Provably Observations
2023-11-13 14:48:191859751.73 KB10
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Provably Efficient Imitation Learning from Observation Alone
ProvablyEfﬁcientImitationLearningfromObservationAloneWenSun1AnirudhVemula1ByronBoots2J.AndrewBagnell3Abstractaction,viasupervisedlearningapproaches(e.g.,DAgger(Rossetal.,2011),AggreVaTe(Ross&Bagne...
Learning from Efficient Imitation Provably
2023-11-13 14:48:19557883.34 KB24
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Provably Efficient Maximum Entropy Exploration
ProvablyEfﬁcientMaximumEntropyExplorationEladHazan12ShamM.Kakade342KaranSingh12AbbyVanSoest12Abstractsuchaslearningwithintrinsicrewardandcuriositydrivenmethods,surveyedbelow.Ourworkstudiesaclassof...
Efficient Exploration Provably Maximum Entropy
2023-11-13 14:48:181923522.81 KB9
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Population Based Augmentation Efficient Learning of Augmentation Policy Schedules
PopulationBasedAugmentation:EfﬁcientLearningofAugmentationPolicySchedulesDanielHo12EricLiang1IonStoica1PieterAbbeel13XiChen13AbstractBaselineAutoAugmentPopulationBasedAugmentation4Akeychallengeinl...
Learning of Efficient Population Policy
2023-11-13 14:48:161091529.15 KB13
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Parsimonious Black-Box Adversarial Attacks via Efficient Combinatorial Optimization
ParsimoniousBlack-BoxAdversarialAttacksviaEfﬁcientCombinatorialOptimizationSeungyongMoon12GaonAn12HyunOhSong12AbstractHowever,inmorerealisticsettings(Watsonvisualrecogni-tion,2019;GooglevisionAPI,...
Efficient Adversarial via Combinatorial Black-box
2023-11-13 14:48:1310831.91 MB26
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Parameter Efficient training of deep convolutional neural networks by dynamic sparse reparameterization
ParameterEfﬁcientTrainingofDeepConvolutionalNeuralNetworksbyDynamicSparseReparameterizationHeshamMostafa1XinWang12Abstract1.IntroductionModerndeepneuralnetworksaretypicallyhighlyDeepneuralnetworks...
of Neural Efficient Deep Convolutional
2023-11-13 14:48:121833549.24 KB18
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On Scalable and Efficient Computation of Large Scale Optimal Transport
OnScalableandEfﬁcientComputationofLargeScaleOptimalTransportYujiaXie1MinshuoChen1HaomingJiang1TuoZhao1HongyuanZha1AbstractearliestliteraturedatesbacktoMonge(1781).Sincethen,ithasattractedincreasin...
of Efficient and on Computation
2023-11-13 14:48:038484.85 MB9
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On Efficient Optimal Transport An Analysis of Greedy and Accelerated Mirror Descent Algorithms
OnEfﬁcientOptimalTransport:AnAnalysisofGreedyandAcceleratedMirrorDescentAlgorithmsTianyiLin1NhatHo2MichaelI.Jordan3Abstractscalableposteriorsamplingforlargedatasets(Srivastavaetal.,2015;2018),opti...
of Efficient An Analysis on
2023-11-13 14:48:02764606.4 KB2
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More Efficient Off-Policy Evaluation through Regularized Targeted Learning
MoreEfﬁcientOff-PolicyEvaluationthroughRegularizedTargetedLearningAure´lienF.Bibaut1IvanaMalenica1NikosVlassis2MarkJ.vanderLaan1Abstractinference,andhasledtomanymethodologicaldevelop-ments.Oneoft...
Efficient through Off-Policy Evaluation Regularized
2023-11-13 14:47:541032874.6 KB13
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LegoNet Efficient Convolutional Neural Networks with Lego Filters
LegoNet:EfﬁcientConvolutionalNeuralNetworkswithLegoFiltersZhaohuiYang12YunheWang2HantingChen12ChuanjianLiu2BoxinShi34ChaoXu1ChunjingXu2ChangXu5AbstractHuangetal.,2017),detection(Renetal.,2015;Liue...
Neural Networks Efficient with Convolutional
2023-11-13 14:47:4411161.11 MB2
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LatentGNN Learning Efficient Non-local Relations for Visual Recognition
LatentGNN:LearningEfﬁcientNon-localRelationsforVisualRecognitionSongyangZhang1ShipengYan1XumingHe1Abstractvisioncommunitybylearninghierarchicalfeaturerepresen-tationsofimageswithdeepconvolutionaln...
Learning for Efficient Relations Visual
2023-11-13 14:47:351430427.23 KB6
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Exploiting structure of uncertainty for Efficient matroid semi-bandits
ExploitingStructureofUncertaintyforEfﬁcientMatroidSemi-BanditsPierrePerrault12VianneyPerchet23MichalValko14Abstracttimeandspacecomplexity)oftheircombinatorialgeneral-ization,inwhichtheagentselects...
of for Efficient Exploiting Structure
2023-11-13 14:47:051065471.67 KB18
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Efficient optimization of loops and limits with randomized telescoping sums
EfﬁcientOptimizationofLoopsandLimitswithRandomizedTelescopingSumsAlexBeatson1RyanP.Adams1Abstractovertime,eachlearningsteprequiresloopingovertimesteps.Morebroadly,inmanyscientiﬁcandengineeringWec...
of Efficient Optimization and with
2023-11-13 14:47:029191.95 MB2
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Efficient On-Device Models using Neural Projections
EfﬁcientOn-DeviceModelsusingNeuralProjectionsSujithRavi1Abstractofdatatolearnusefulrepresentationsthatcanbeusedtopredictoutputsatinferencetime.Forefﬁciencyrea-Manyapplicationsinvolvingvisualandla...
Neural Using Efficient Models Projections
2023-11-13 14:47:021710739.09 KB14
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Efficient Training of BERT by Progressively Stacking
EfﬁcientTrainingofBERTbyProgressivelyStackingLinyuanGong1DiHe1ZhuohanLi1TaoQin2LiweiWang13Tie-YanLiu2Abstractespeciallyindomainsthatrequireparticularexpertise.Unsupervisedpre-trainingiscommonlyuse...
of Efficient by Training BERT
2023-11-13 14:47:0212201.61 MB22
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Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables
EfﬁcientOff-PolicyMeta-ReinforcementLearningviaProbabilisticContextVariablesKateRakelly1AurickZhou1DeirdreQuillen1ChelseaFinn1SergeyLevine1AbstractFortunately,manyoftheproblemswewouldlikeourau-ton...
Learning Efficient via Probabilistic Off-Policy
2023-11-13 14:47:011589822.69 KB19
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Efficient Nonconvex Regularized Tensor Completion with Structure-aware Proximal Iterations
EfﬁcientNonconvexRegularizedTensorCompletionwithStructure-awareProximalIterationsQuanmingYao12JamesT.Kwok2BoHan3AbstractInmanyapplications,onlyafewtensorentriesareob-served.Forexample,ofteneachYou...
Efficient Completion with Tensor Nonconvex
2023-11-13 14:47:011647557.03 KB30
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Efficient learning of smooth probability functions from Bernoulli tests with guarantees
EfﬁcientlearningofsmoothprobabilityfunctionsfromBernoullitestswithguaranteesPaulRolland1AliKavis1AlexImmer1AdishSingla2VolkanCevher1Abstractgrowscubiclywiththenumberoftests,andcanthusbeinapplicabl...
Learning of from Efficient Functions
2023-11-13 14:47:011342638.86 KB25
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