"Approximation"的相关文档 - 文库宝

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标签“Approximation”的相关文档，共32条

Smooth $p$-Wasserstein Distance Structure, Empirical Approximation, and Statistical Applications
Smoothp-WassersteinDistance:Structure,EmpiricalApproximation,andStatisticalApplicationsSloanNietert1ZivGoldfeld2KengoKato3AbstractapplicationsinstatisticsandML,rangingfromgenerativemodeling(Arjovsk...
and Approximation Structure Smooth Empirical
2023-11-16 19:41:5214553.87 MB10
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Single Pass Entrywise-Transformed Low Rank Approximation
SinglePassEntrywise-TransformedLowRankApproximationYifeiJiang1YiLi2YimingSun2JiaxinWang3DavidP.Woodruff4Abstract1.IntroductionInapplicationssuchasnaturallanguageprocess-Therearenumerousapplications...
Rank Approximation low Single Pass
2023-11-16 19:41:49532324.33 KB11
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Safe Reinforcement Learning with Linear Function Approximation
SafeReinforcementLearningwithLinearFunctionApproximationSanaeAmani1ChristosThrampoulidis2LinF.Yang1Abstractactionmayleadtocatastrophicresults.Thus,safetyinRLhasbecomeaseriousissuethatrestrictstheap...
Learning Approximation with Reinforcement Linear
2023-11-16 19:41:391103663.7 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 19:41:35674326.21 KB4
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Multidimensional Scaling Approximation and Complexity
MultidimensionalScaling:ApproximationandComplexityErikDemaine1AdamHesterberg2FredericKoehler3JaysonLynch4JohnUrschel3Abstractbeenrecognizedasafundamentaltoolfordataanalysisacrossabroadrangeofdiscip...
and Approximation Complexity Scaling Multidimensional
2023-11-16 19:15:3014962.33 MB25
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Fixed-Parameter and Approximation Algorithms for PCA with Outliers
Fixed-ParameterandApproximationAlgorithmsforPCAwithOutliersYogeshDahiya1FedorFomin2FahadPanolan3KirillSimonov2AbstractYoung,1936),PCAisefﬁcientlysolvableviaSingularValueDecomposition(SVD).PCAisuse...
for and Algorithms Approximation with
2023-11-16 18:38:12646437.79 KB8
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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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Batch Value-function Approximation with Only Realizability
BatchValue-functionApproximationwithOnlyRealizabilityTengyangXie1NanJiang1Abstractthissubproblem,wecreateapiecewiseconstantfunctionclassofstatisticalcomplexityO(1/2)thatcanexpressbothWemakeprogress...
Approximation with Batch Only Value-function
2023-11-16 18:07:421656351.21 KB26
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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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Approximation Theory of Convolutional Architectures for Time Series Modelling
ApproximationTheoryofConvolutionalArchitecturesforTimeSeriesModellingHaotianJiang1ZhongLi2QianxiaoLi13AbstractTherecentworkofLietal.(2021)formulatedthetempo-ralmodellingtaskintoafunctionalanalysisp...
of for Approximation Time Convolutional
2023-11-16 18:00:331240485.67 KB14
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Approximation Theory Based Methods for RKHS Bandits
ApproximationTheoryBasedMethodsforRKHSBanditsShoTakemori1MasahiroSato1AbstracttheadversarialRKHSbanditproblem,wherealearnerinter-actswithasequenceofanyfunctionsfromtheRKHSwithTheRKHSbanditproblem(a...
for Approximation Methods Based Theory
2023-11-16 18:00:321830704.04 KB26
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Optimal Approximation for unconstrained non-submodular minimization
OptimalApproximationforunconstrainednon-submodularminimizationMarwaElHalabi1StefanieJegelka1Abstractclassofsuchfunctionsareα-weaklyDR-submodularfunc-tions,introducedin(Lehmannetal.,2006).Theparame...
for Approximation Optimal Minimization Non-submodular
2023-11-14 21:45:401929689.63 KB29
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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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k-means++ few more steps yield constant Approximation
k-means++:FewMoreStepsYieldConstantApproximationDavinChoo1ChristophGrunau1JulianPortmann1Va´clavRozhonˇ1AbstractApproximationalgorithmsexist(Jain&Vazirani,2001;Kanungoetal.,2004).Forconstantdimen...
Approximation K-means++More Constant few
2023-11-14 21:44:461022323.67 KB12
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Input-Sparsity Low Rank Approximation in Schatten Norm
Input-SparsityLowRankApproximationinSchattenNormYiLi1DavidP.Woodruff2Abstractlarvaluedecomposition(SVD)ofA,whichisanexpensiveoperation.Wegivetheﬁrstinput-sparsitytimealgorithmsfortherank-klowranka...
Rank Approximation in low Norm
2023-11-14 21:44:41774321.62 KB17
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Generalization Guarantees for Sparse Kernel Approximation with Entropic Optimal Features
GeneralizationGuaranteesforSparseKernelApproximationwithEntropicOptimalFeaturesLiangDing1RuiTuo1ShahinShahrampour1AbstractSupportVectorMachines(SVM)).Despitetheirsuccess,kernelmethodssufferfromInth...
for Kernel Sparse Approximation with
2023-11-14 21:44:211504557.11 KB24
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Black-Box Variational Inference as a Parametric Approximation to Langevin Dynamics
Black-BoxVariationalInferenceasDistilledLangevinDynamicsMatthewHoffman1Yi-AnMa12AbstractrithmsareMarkovchainMonteCarlo(MCMC)andvaria-tionalinference(VI).VIchoosesafamilyoftractabledis-Variationalin...
Inference Variational Approximation to as
2023-11-14 21:43:181543733.15 KB9
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Approximation Guarantees of Local Search Algorithms via Localizability of Set Functions
ApproximationGuaranteesofLocalSearchAlgorithmsviaLocalizabilityofSetFunctionsKaitoFujii1Abstractproblemofﬁndingan(approximately)optimalsetfromallfeasiblesets.VariousmachinelearningtaskshavebeenThi...
of Algorithms Approximation Guarantees Local
2023-11-14 21:43:081421644.72 KB24
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Approximation Capabilities of Neural ODEs and Invertible Residual Networks
ApproximationCapabilitiesofNeuralODEsandInvertibleResidualNetworksHanZhang1XiGao1JacobUnterman1TomArodz1Abstractsequence.Then,wecanrepresentthesequencethroughxt+1−xt=fΘ(xt,t),whereΘconsistsoftra...
of Neural and Approximation Invertible
2023-11-14 21:43:0819872.66 MB30
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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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