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标签“Stochastic”的相关文档，共142条

Fairness of Exposure in Stochastic Bandits
FairnessofExposureinStochasticBanditsLequnWang1YiweiBai1WenSun1ThorstenJoachims1AbstractWhilemaximizinguserresponsesmayarguablybeintheinterestoftheplatformanditsusersatleastintheshortterm,Contextua...
of Stochastic in Bandits Fairness
2023-11-16 18:38:081268949.6 KB27
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Equivariant Learning of Stochastic Fields Gaussian Processes and Steerable Conditional Neural Processes
EquivariantLearningofStochasticFields:GaussianProcessesandSteerableConditionalNeuralProcessesPeterHolderrieth1MichaelHutchinson1YeeWhyeTeh12AbstractFigure1.Aschematicofequivariantlearningofvectorﬁ...
Learning of Gaussian Stochastic Processes
2023-11-16 18:38:016731.53 MB21
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Decentralized Single-Timescale Actor-Critic on Zero-Sum Two-Player Stochastic Games
DecentralizedSingle-TimescaleActorCriticonZero-SumTwo-PlayerStochasticGamesHongyiGuo1ZuyueFu1ZhuoranYang2ZhaoranWang1AbstractasMarkovdecisionprocess(Puterman,2014,MDP),whereanagentaimstolearnanopti...
on Stochastic Decentralized Zero-Sum Actor-Critic
2023-11-16 18:30:581290314.39 KB25
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Combinatorial Blocking Bandits with Stochastic Delays
CombinatorialBlockingBanditswithStochasticDelaysAlexiaAtsidakou1OrestisPapadigenopoulos2SoumyaBasu3ConstantineCaramanis1SanjayShakkottai1AbstractCella&Cesa-Bianchi,2019).Thesevariantscaptureappli-c...
with Stochastic Bandits Combinatorial Delays
2023-11-16 18:11:221439591.24 KB20
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Better Training using Weight-Constrained Stochastic Dynamics
BetterTrainingusingWeight-ConstrainedStochasticDynamicsBenedictLeimkuhler1TiffanyVlaar1Timothe´ePouchon1AmosStorkey2AbstractCurrentapproachestoenhancethegeneralizationperfor-manceofoverparameteriz...
Using Stochastic Better Training Dynamics
2023-11-16 18:07:4518086.78 MB3
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Analysis of Stochastic Lanczos quadrature for spectrum approximation
AnalysisofStochasticLanczosquadratureforspectrumapproximationTylerChen1ThomasTrogdon1ShashankaUbaru2Abstractdependingonjustthespectrum.Conversely,computingtheCESMrequiresexactknowledgeofalltheeigen...
of for Analysis Stochastic Quadrature
2023-11-16 18:00:31698874.78 KB29
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An Algorithm for Stochastic and Adversarial Bandits with Switching Costs
AnAlgorithmforStochasticandAdversarialBanditswithSwitchingCostsChloe´Rouyer1YevgenySeldin1Nicolo`Cesa-Bianchi2Abstractanarmdifferentfromtheoneplayedinthepreviousround.Suchswitchingcostmayoccurinth...
for Adversarial and An Algorithm
2023-11-16 18:00:30714429.45 KB16
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Achieving Near Instance-Optimality and Minimax-Optimality in Stochastic and Adversarial Linear Bandits Simultaneously
AchievingNearInstance-OptimalityandMinimax-OptimalityinStochasticandAdversarialLinearBanditsSimultaneouslyChung-WeiLee1HaipengLuo1Chen-YuWei1MengxiaoZhang1XiaojinZhang2Abstractadversarialenvironmen...
and Stochastic in Near Achieving
2023-11-16 18:00:221731434.09 KB2
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Asynchronous Decentralized Optimization With Implicit Stochastic Variance Reduction
AsynchronousDecentralizedOptimizationWithImplicitStochasticVarianceReductionKentaNiwa12GuoqiangZhang3W.BastiaanKleijn4NoboruHarada12HiroshiSawada1AkinoriFujino1AbstractOurgoalistofacilitateMLmodelt...
Optimization with Asynchronous Stochastic Variance
2023-11-16 18:00:1810621.39 MB25
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A Hybrid Variance-Reduced Method for Decentralized Stochastic Non-Convex Optimization
AHybridVariance-ReducedMethodforDecentralizedStochasticNon-ConvexOptimizationRanXin1UsmanA.Khan2SoummyaKar1Abstractistosolve,vialocalcomputationandcommunication,thefollowingoptimizationproblem:This...
for Stochastic Decentralized Method Non-convex
2023-11-16 17:52:037514.5 MB4
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Variance Reduction in Stochastic Particle-Optimization Sampling
VarianceReductioninStochasticParticle-OptimizationSamplingJianyiZhang1YangZhao2RuiyiZhang1LawrenceCarin1ChangyouChen2AbstractThesemethodshavefacilitatedimportantreal-worldappli-cationsandachievedim...
Sampling Stochastic Variance Reduction in
2023-11-14 21:46:5913364.18 MB7
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The Intrinsic Robustness of Stochastic Bandits to Strategic Manipulation
TheIntrinsicRobustnessofStochasticBanditstoStrategicManipulationZheFeng1DavidC.Parkes1HaifengXu2Abstractabletomodulateitsownrewardfeedbackinordertofurtheritsownobjective,e.g.,increasingthenumberoft...
of Stochastic the to Bandits
2023-11-14 21:46:441311420.56 KB12
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The Implicit Regularization of Stochastic Gradient Flow for Least Squares
TheImplicitRegularizationofStochasticGradientFlowforLeastSquaresAlnurAli1EdgarDobriban2RyanJ.Tibshirani3Abstractgeneratedbysequentialoptimizationalgorithmsmayserveascheapapproximationstothemoreexpe...
of Gradient Stochastic the Regularization
2023-11-14 21:46:431140543.5 KB13
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Structure Adaptive Algorithms for Stochastic Bandits
StructureAdaptiveAlgorithmsforStochasticBanditsRe´myDegenne1HanShao2WouterM.Koolen3Abstractstartingwithasymptoticresultsinthe80sand90s(Lai&Robbins,1985;Graves&Lai,1997)andmovingtotheﬁ-Westudyrewa...
Adaptive for Algorithms Stochastic Bandits
2023-11-14 21:46:3613795.88 MB2
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Stochastic Regret Minimization in Extensive-Form Games
StochasticRegretMinimizationinExtensive-FormGamesGabrieleFarina1ChristianKroer2TuomasSandholm1345AbstractTypically,EFGmodelsareoperationalizedbycomputingeitheraNashequilibriumofthegame,oranapproxim...
Stochastic in Regret Minimization Games
2023-11-14 21:46:331254431.34 KB7
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Stochastic Subspace Cubic Newton Method
StochasticSubspaceCubicNewtonMethodFilipHanzely1NikitaDoikov2PeterRichta´rik1YuriiNesterov2Abstractareinterestedintheregimewherethedimensiondisverylarge,whicharisesinmanycontexts,suchasthetraining...
Newton Stochastic Subspace Method Cubic
2023-11-14 21:46:33957792.33 KB14
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Stochastic Latent Residual Video Prediction
StochasticLatentResidualVideoPredictionJean-YvesFranceschi1EdouardDelasalles1MickaëlChen1SylvainLamprier1PatrickGallinari12AbstractRecurrentNeuralNetworks(RNNs),whereeachgeneratedframeisfedbacktot...
Stochastic Prediction Latent Video Residual
2023-11-14 21:46:3316631.43 MB27
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Stochastic Optimization for Non-convex Inf-Projection Problems
StochasticOptimizationforNon-convexInf-ProjectionProblemsYanYan1YiXu2LiijunZhang3XiaoyuWang4TianbaoYang1AbstractX→Rmisalower-semicontinuousdifferentiablemapping,and·,·istheinnerproduct.Therequir...
for Optimization Stochastic Non-convex Problems
2023-11-14 21:46:331519652.7 KB30
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Stochastic Optimization for Regularized Wasserstein Estimators
StochasticOptimizationforRegularizedWassersteinEstimatorsMarinBallu1QuentinBerthet2FrancisBach3Abstractcantransportmasswithdistributionmeasureµtoanotherdistributionmeasureν,withminimalglobaltrans...
for Optimization Stochastic Estimators Wasserstein
2023-11-14 21:46:337141.79 MB12
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Stochastic Gradient and Langevin Processes
StochasticGradientandLangevinProcessesXiangCheng1DongYin1PeterBartlett1MichaelJordan1AbstractrestrictedtoisotropicGaussiannoise,whereasthenoiseinSGDcanbefarfromGaussian.Second,thenoisedependsWeprov...
and Gradient Stochastic Processes Langevin
2023-11-14 21:46:3218371.72 MB8
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