"Exponential"的相关文档

标签“Exponential”的相关文档，共13条

Exponential Reduction in Sample Complexity with Learning of Ising Model Dynamics
ExponentialReductioninSampleComplexitywithLearningofIsingModelDynamicsArkopalDutt1AndreyY.Lokhov2MarcVuffray2SidhantMisra2Abstractmeasurementsandexperiments.Asthesesamplesaretime-consumingorcostlyt...
Learning with Complexity Reduction in
2023-11-16 18:38:0618792.37 MB7
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Exponential Lower Bounds for Batch Reinforcement Learning Batch RL can be Exponentially Harder than Online RL
ExponentialLowerBoundsforBatchReinforcementLearning:BatchRLcanbeExponentiallyHarderthanOnlineRLAndreaZanette1AbstractweconsidertwoclassicalbatchRLproblems:1)theoff-policyevaluation(OPE)problem,wher...
for Reinforcement Batch bounds Exponential
2023-11-16 18:38:05906547.14 KB20
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Disambiguation of Weak Supervision leading to Exponential Convergence rates
DisambiguationofWeakSupervisionleadingtoExponentialConvergenceratesVivienCabannes1FrancisBach1AlessandroRudi1Abstractsupervisedlearningareusuallybasedoncleverheuristics,andtheoreticalfoundationsofl...
of to Weak Exponential Supervision
2023-11-16 18:31:091454522.68 KB23
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A Second look at Exponential and Cosine Step Sizes Simplicity, Adaptivity, and Performance
ASecondlookatExponentialandCosineStepSizes:Simplicity,Adaptivity,andPerformanceXiaoyuLi∗1ZhenxunZhuang∗2FrancescoOrabona123Abstracttypicallybetterscalewiththecomplexityofthepredic-torsandtheamoun...
and at Exponential Look Step
2023-11-16 17:51:5812821 MB16
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The continuous categorical a novel simplex-valued Exponential family
TheContinuousCategorical:ANovelSimplex-ValuedExponentialFamilyElliottGordon-Rodriguez1GabrielLoaiza-Ganem2JohnP.Cunningham1Abstractcalrelevanceacrossthenaturalandsocialsciences(seePawlowsky-Glahn&E...
the Continuous Novel Exponential Family
2023-11-14 21:46:4217612.93 MB29
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Optimal Differential Privacy Composition for Exponential Mechanisms
OptimalDifferentialPrivacyCompositionforExponentialMechanismsJinshuoDong12DavidDurfee2RyanRogers2Abstractsuchashyperparameterselection(LiuandTalwar,2019),privatePCA(Chaudhurietal.,2013),syntheticda...
for Optimal Composition Differential Privacy
2023-11-14 21:45:4111932.35 MB30
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Generative Flows with Matrix Exponential
GenerativeFlowswithMatrixExponentialChangyiXiao1LigangLiu1Abstractﬂowsmodels.Therearetwoprinciplesthatshouldbefol-lowed.First,theJacobiandeterminantshouldbecomputedGenerativeﬂowsmodelsenjoythepro...
Matrix Generative with Flows Exponential
2023-11-14 21:44:2315311.06 MB9
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All in the (Exponential) Family Information Geometry and Thermodynamic Variational Inference
AllintheExponentialFamily:BregmanDualityinThermodynamicVariationalInferenceRobBrekelmans1VadenMasrani2FrankWood2GregVerSteeg1AramGalstyan1AbstractFigure1.TheoriginalTVOpaperrecommendedusingtwoparti...
the in Geometry Information Exponential
2023-11-14 21:43:0419587.58 MB9
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Supervised Hierarchical Clustering with Exponential Linkage
SupervisedHierarchicalClusteringwithExponentialLinkageNishantYadav1AriKobren1NicholasMonath1AndrewMcCallum1Abstractlabeleddataandthenusedbyaclusteringalgorithmtoparti-tionunlabeleddata(Finley&Joach...
with Hierarchical Clustering Supervised Exponential
2023-11-13 14:48:411841399.88 KB29
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Learning deep kernels for Exponential family densities
LearningDeepKernelsforExponentialFamilyDensitiesLiK.Wenliang1DougalJ.Sutherland1HeikoStrathmann1ArthurGretton1AbstractducingkernelHilbertspace.Choosingaﬁnite-dimensionalkernelrecoversanyclassicale...
Learning for Deep Kernels Exponential
2023-11-13 14:47:3712832.72 MB17
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Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA
BeneﬁtsandPitfallsoftheExponentialMechanismwithApplicationstoHilbertSpacesandFunctionalPCAJordanAwan1AnaKenney1MatthewReimherr1AleksandraSlavkovic´1AbstractGaboardietal.,2016;Awan&Slavkovic´,201...
of and the Exponential Mechanism
2023-11-13 14:46:311806446.35 KB6
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Fast Gradient-Based Methods with Exponential Rate A Hybrid Control Framework
FastGradient-BasedMethodswithExponentialRate:AHybridControlFrameworkArmanShariﬁKolarijani1PeymanMohajerinEsfahani1Tama´sKeciczky1Abstracttheanalysisanddesignofoptimizationalgorithms.Con-sideranit...
with Methods Fast Gradient-Based Rate
2023-11-13 11:59:331164375.14 KB17
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Zero-Inflated Exponential Family Embeddings
Zero-InﬂatedExponentialFamilyEmbeddingsLi-PingLiu12DavidM.Blei1AbstractInarecentpaper,Rudolphetal.(2016)developedexpo-nentialfamilyembeddings.TheirworkcastsembeddingsWordembeddingsareawidely-usedt...
Embeddings Zero-Inflated Exponential Family
2023-11-12 20:45:311513431.86 KB8
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