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标签“Function”的相关文档，共31条

Variational (Gradient) Estimate of the Score Function in Energy-based Latent Variable Models
Variational(Gradient)EstimateoftheScoreFunctioninEnergy-basedLatentVariableModelsFanBao12KunXu1ChongxuanLi1LanqingHong2JunZhu1BoZhang1Abstractsivepower(Salakhutdinov&Hinton,2009;Baoetal.,2020)andto...
of Variational Gradient the Function
2023-11-16 19:42:2211812.28 MB29
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Three Operator Splitting with a Nonconvex Loss Function
ThreeOperatorSplittingwithaNonconvexLossFunctionAlpYurtsever1VarunMangalick1SuvritSra1Abstract2007),incertaintransportandassignmentproblems(Koop-mans&Beckmann,1957;Peyre´etal.,2019),amongcount-Wec...
with Operator Loss Splitting Nonconvex
2023-11-16 19:42:071605973.2 KB24
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Safe Reinforcement Learning with Linear Function Approximation
SafeReinforcementLearningwithLinearFunctionApproximationSanaeAmani1ChristosThrampoulidis2LinF.Yang1Abstractactionmayleadtocatastrophicresults.Thus,safetyinRLhasbecomeaseriousissuethatrestrictstheap...
Learning Approximation with Reinforcement Linear
2023-11-16 19:41:391105663.7 KB15
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Risk-Sensitive Reinforcement Learning with Function Approximation A Debiasing Approach
Risk-SensitiveReinforcementLearningwithFunctionApproximation:ADebiasingApproachYingjieFei1ZhuoranYang2ZhaoranWang1Abstractrisk-seekingobjectiveandβ<0inducesarisk-averseone.ItcanalsobeseenthatVβte...
Learning Approximation with Reinforcement Function
2023-11-16 19:41:35675326.21 KB4
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Randomized Algorithms for Submodular Function Maximization with a $k$-System Constraint
RandomizedAlgorithmsforSubmodularFunctionMaximizationwithak-SystemConstraintShuangCui1KaiHan1TianshuaiZhu1JingTang2BenweiWu1HeHuang3Abstractsourcing(Singlaetal.,2016;Hanetal.,2018a),cluster-ing(Gom...
for Submodular Maximization Algorithms with
2023-11-16 19:28:38600394.43 KB12
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Neural-Pull Learning Signed Distance Function from Point clouds by Learning to Pull Space onto Surface
Neural-Pull:LearningSignedDistanceFunctionsfromPointCloudsbyLearningtoPullSpaceontoSurfacesBaoruiMa1ZhizhongHan2Yu-ShenLiu1MatthiasZwicker3Abstract2020;Takikawaetal.,2021;Marteletal.,2021;Oechsleet...
Learning from Point Function Distance
2023-11-16 19:15:3610947.7 MB22
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How Does Loss Function Affect Generalization Performance of Deep Learning Application to Human Age Estimation
HowDoesLossFunctionAffectGeneralizationPerformanceofDeepLearning?ApplicationtoHumanAgeEstimationAliAkbari1MuhammadAwais1ManijehBashar2JosefKittler1Abstractconditions,cameraquality,headpose,makeupap...
How generalization Loss Function Performance
2023-11-16 18:46:571527507.17 KB22
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Function Contrastive Learning of Transferable Meta-Representations
FunctionContrastiveLearningofTransferableMeta-RepresentationsMuhammadWaleedGondal1ShrutiJoshi1NasimRahaman12StefanBauer13ManuelWu¨thrich1BernhardScho¨lkopf1AbstractrelyonthenumberofsamplesNbeingl...
Learning of Function Transferable Contrastive
2023-11-16 18:37:5512633.5 MB21
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DFAC Framework Factorizing the Value Function via Quantile Mixture for Multi-Agent Distributional Q-Learning
DFACFramework:FactorizingtheValueFunctionviaQuantileMixtureforMulti-AgentDistributionalQ-LearningWei-FangSun123Cheng-KuangLee2Chun-YiLee1Abstractoptimizetheoverallrewardsineachepisode.Nevertheless,...
the via Value Function Framework
2023-11-16 18:31:0413471.27 MB13
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Decomposable Submodular Function Minimization via Maximum Flow
DecomposableSubmodularFunctionMinimizationviaMaximumFlowKyriakosAxiotis1AdamKarczmarz2AnishMukherjee2PiotrSankowski342AdrianVladu56Abstractimagesegmentation(Aroraetal.,2012;Shanuetal.,2016),cluster...
Submodular via Minimization Maximum Function
2023-11-16 18:30:581831401.7 KB1
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Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks
BesovFunctionApproximationandBinaryClassiﬁcationonLow-DimensionalManifoldsUsingConvolutionalResidualNetworksHaoLiu1MinshuoChen2TuoZhao2WenjingLiao3AbstractThesuccessofdeeplearningclearlydemonstrat...
and Approximation on Binary Classification
2023-11-16 18:07:4410161.78 MB10
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Average-Reward Off-Policy Policy Evaluation with Function Approximation
Average-RewardOff-PolicyPolicyEvaluationwithFunctionApproximationShangtongZhang1YiWan2RichardS.Sutton2ShimonWhiteson1Abstractwhichaimtogenerateapolicythatmaximizestherewardratebyiterativelyimprovin...
Approximation with Off-Policy Evaluation Policy
2023-11-16 18:07:401794882.77 KB14
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Black-box density Function estimation using recursive partitioning
Black-boxdensityFunctionestimationusingrecursivepartitioningErikBodin1ZhenwenDai2NeillD.F.Campbell3CarlHenrikEk4Abstractispreventingtractablecomputationsisthatthedensityfunc-tiondoesnothaveanamenab...
Using Density Estimation Recursive Partitioning
2023-11-16 18:07:375672.53 MB11
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Provably Convergent Two-Timescale Off-Policy Actor-Critic with Function Approximation
ProvablyConvergentTwo-TimescaleOff-PolicyActor-CriticwithFunctionApproximationShangtongZhang1BoLiu2HengshuaiYao3ShimonWhiteson1Abstractatwo-timescaleconvergentanalysisunderFunctionapproxi-mation(Ko...
with Off-Policy Provably Function Actor-Critic
2023-11-14 21:45:591377610.06 KB10
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Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix
PolynomialTensorSketchforElement-wiseFunctionofLow-RankMatrixInsuHan1HaimAvron2JinwooShin31Abstractside,weobtainao(n2)-timeapproximationschemeoff(A)x≈TUTVxforanarbitraryvectorx∈RndueThispaperstud...
of for Tensor Sketch Function
2023-11-14 21:45:5210471.84 MB18
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Minimax-Optimal Off-Policy Evaluation with Linear Function Approximation
Minimax-OptimalOff-PolicyEvaluationwithLinearFunctionApproximationYaqiDuan1ZeyuJia2MengdiWang34Abstractvalue)tobeearnedbyanewpolicybasedonloggedhistory.Thispaperstudiesthestatisticaltheoryofoff-Int...
Approximation with Off-Policy Evaluation Linear
2023-11-14 21:45:1113212.5 MB14
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Loss Function Search for Face Recognition
LossFunctionSearchforFaceRecognitionXiaoboWang1ShuoWang1ChengChi2ShifengZhang2TaoMei1AbstractGenerally,theCNNsareequippedwithclassiﬁcationlossFunctions(Liuetal.,2017;Wangetal.,2018f;Chenetal.,Infa...
for Search Loss Recognition Function
2023-11-14 21:45:047671.19 MB9
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Identifying the Reward Function by Anchor Actions
IdentifyingRewardFunctionsusingAnchorActionsSinongGeng1HoussamNassif2CarlosA.Manzanares2A.MaxReppen3RonnieSircar3AbstractwithﬁrmproﬁtFunctions(Abbring,2010;AguirregabiriaandNevo,2013).Weproposear...
by the Identifying Function Reward
2023-11-14 21:44:311166466.38 KB16
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The Value Function Polytope in Reinforcement Learning
TheValueFunctionPolytopeinReinforcementLearningRobertDadashi1AdrienAliTa¨ıga12NicolasLeRoux1DaleSchuurmans13MarcG.Bellemare1AbstractLinetheorem.Weshowthatpoliciesthatagreeonallbutonestategenerate...
Learning Reinforcement the in Value
2023-11-13 14:48:466535.41 MB14
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Sorting Out Lipschitz Function Approximation
SortingOutLipschitzFunctionApproximationCemAnil12JamesLucas12RogerGrosse12AbstractExistingapproachestoenforceLipschitzconstraintsfallintotwocategories:regularizationandarchitecturalcon-Trainingneur...
Approximation Lipschitz Function Sorting Out
2023-11-13 14:48:3510011.82 MB5
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