"Differential"的相关文档 - 文库宝

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标签“Differential”的相关文档，共22条

STRODE Stochastic Boundary Ordinary Differential Equation
STRODE:StochasticBoundaryOrdinaryDifferentialEquationHengguanHuang1HongfuLiu1HaoWang2ChangXiao1YeWang1Abstract2018;Ulrichetal.,1998).Decouplingtheperceptionoftimeandcontentfromsensoryinputsiscrucia...
Stochastic Ordinary Differential Equation Boundary
2023-11-16 19:41:5918612.88 MB17
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Opening the Blackbox Accelerating Neural Differential Equations by Regularizing Internal Solver Heuristics
OpeningtheBlackbox:AcceleratingNeuralDifferentialEquationsbyRegularizingInternalSolverHeuristicsAvikPal12YingboMa2ViralShah2ChristopherRackauckas2345AbstractFigure1.TrainingandPredictionPerformance...
Neural the Differential Equations Accelerating
2023-11-16 19:28:25595520.38 KB24
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Neural Rough Differential Equations for Long Time Series
NeuralRoughDifferentialEquationsforLongTimeSeriesJamesMorrill12CristopherSalvi12PatrickKidger12JamesFoster12Abstractdirectwaytomodifythetrajectorygivensubsequentob-servations.Incontrast,thevectorﬁ...
Neural for Time Differential Equations
2023-11-16 19:15:35781533.21 KB10
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Accuracy, Interpretability, and Differential Privacy via Explainable Boosting
Accuracy,Interpretability,andDifferentialPrivacyviaExplainableBoostingHarshaNori1RichCaruana1ZhiqiBu2JudyHanwenShen3JanardhanKulkarni1AbstractWhileGAMsweretraditionallyﬁtusingsmoothlow-orderspline...
and via Differential Privacy Accuracy
2023-11-16 18:00:221740604.89 KB14
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Stochastic Differential Equations with Variational Wishart Diffusions
StochasticDifferentialEquationswithVariationalWishartDiffusionsMartinJørgensen1MarcPeterDeisenroth2HughSalimbeni3AbstractWhymodeltheprocessnoise?Assumethatintheexampleabove,thetwostatesrepresentme...
Variational with Stochastic Differential Equations
2023-11-14 21:46:31991798.19 KB28
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Sharp Composition Bounds for Gaussian Differential Privacy via Edgeworth Expansion
SharpCompositionBoundsforGaussianDifferentialPrivacyviaEdgeworthExpansionQinqingZheng1JinshuoDong1QiLong1WeijieSu1Abstracttheprioralgorithms’output,anadversarycanadaptivelyanalyzethedatasettocause...
for Gaussian bounds Composition Differential
2023-11-14 21:46:2417412.17 MB9
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Scalable Differential Privacy with Certified Robustness in Adversarial Learning
ScalableDifferentialPrivacywithCertiﬁedRobustnessinAdversarialLearningNhatHaiPhan1MyT.Thai2HanHu1RuomingJin3TongSun4DejingDou56Abstracttrainingdatatoconsistofbenignexamplesandadversar-ialexamplesc...
with in Differential Privacy Robustness
2023-11-14 21:46:171983614.28 KB3
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Reinforcement Learning with Differential Privacy
PrivateReinforcementLearningwithPACandRegretGuaranteesGiuseppeVietri1BorjaBalle2AkshayKrishnamurthy3StevenWu1Abstractingdataisavailablebeforehand.Whilethesetechniquescoveralargenumberofapplications...
Learning with Reinforcement Differential Privacy
2023-11-14 21:46:08534299.45 KB3
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PDO-eConvs Partial Differential Operator Based Equivariant Convolutions
PDO-eConvs:PartialDifferentialOperatorBasedEquivariantConvolutionsZhengyangShen1LingshenHe2ZhouchenLin2JinwenMa1AbstractasigniﬁcantadvantageofCNNsisthattheyareshiftequiv-ariant:shiftinganimageandt...
Operator Based Partial Differential Convolutions
2023-11-14 21:45:491839397.26 KB25
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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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Context Aware Local Differential Privacy
Context-AwareLocalDifferentialPrivacyJayadevAcharya1K.A.Bonawitz2PeterKairouz2DanielRamage2ZitengSun13Abstractversion,localDifferentialprivacy(LDP)(Deﬁnition1),pro-videscontext-freeprivacyguarante...
Local Differential Privacy Context Aware
2023-11-14 21:43:3518231.08 MB4
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Bayesian Differential Privacy for Machine Learning
BayesianDifferentialPrivacyforMachineLearningAlekseiTriastcyn1BoiFaltings1AbstractDespitenotableadvances,DifferentiallyprivateMLstillsuffersfromtwomajorproblems:(a)utilitylossduetoTraditionaldiffer...
Learning for Bayesian Machine Differential
2023-11-14 21:43:121379492.2 KB26
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Poission Subsampled Rényi Differential Privacy
PoissonSubsampledRenyiDifferentialPrivacyYuqingZhu1Yu-XiangWang1Abstract2016)forDifferentiallyprivatedeeplearning.NoisySGDiterativelyupdatesthemodelparametersasfollows:Weconsidertheproblemof"privac...
Differential Privacy Poission Subsampled nyi
2023-11-13 14:48:157281.35 MB2
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Graphical-model based estimation and inference for Differential privacy
Graphical-modelbasedestimationandinferenceforDifferentialprivacyRyanMcKenna1DanielSheldon12GeromeMiklau1AbstractInferenceisacriticalcomponentofprivacymechanismsbecause:(i)itcanreduceerrorwhenanswer...
for Inference and Estimation Based
2023-11-13 14:47:221934473.35 KB3
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GOODE A Gaussian Off-The-Shelf Ordinary Differential Equation Solver
GOODE:AGaussianOff-The-ShelfOrdinaryDifferentialEquationSolverDavidN.John12VincentHeuveline2MichaelSchober3Abstractofapplicationareas,e.g.,indynamicalsystems,andop-timalcontrol.Recently,ODEshaveals...
Gaussian Ordinary Differential Solver Equation
2023-11-13 14:47:201555450.19 KB16
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Differential Inclusions for Modeling Nonsmooth ADMM Variants A Continuous Limit Theory
DifferentialInclusionsforModelingNonsmoothADMMVariants:AContinuousLimitTheoryHuizhuoYuan1YurenZhou2ChrisJunchiLi3QingyunSun4AbstractorderoptimizationalgorithmssuchasNesterov’sacceler-atedgradientm...
for ADMM Modeling Differential Variants
2023-11-13 14:46:53831592.06 KB28
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Conditional Gradient Methods via Stochastic Path-Integrated Differential Estimator
ConditionalGradientMethodsviaStochasticPath-IntegratedDifferentialEstimatorAlpYurtsever1SuvritSra2VolkanCevher1AbstractarelatedworkbyHazan&Luo(2016)),constraineddeeplearningproblems(e.g.,Ravietal.(...
Gradient Methods Stochastic via Conditional
2023-11-13 14:46:431394271.86 KB27
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Bounding User Contributions A Bias-Variance Trade-off in Differential Privacy
BoundingUserContributions:ABias-VarianceTrade-offinDifferentialPrivacyKareemAmin1AlexKulesza1AndresMun˜ozMedina1SergeiVassilvitskii1Abstractthatthepresenceofanysingleuserinthedatasetcannotbeaccura...
in Differential Bounding User Contributions
2023-11-13 14:46:33597880.6 KB6
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Improving the Gaussian Mechanism for Differential Privacy Analytical Calibration and Optimal Denoising
ImprovingtheGaussianMechanismforDifferentialPrivacy:AnalyticalCalibrationandOptimalDenoisingBorjaBalle1Yu-XiangWang23AbstracttheGaussianmechanismisthebuildingblockofprivateempiricalriskminimization...
for Gaussian the Improving Differential
2023-11-13 11:59:4712672.39 MB19
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Black-Box Variational Inference for Stochastic Differential Equations
Black-BoxVariationalInferenceforStochasticDifferentialEquationsThomasRyder12AndrewGolightly1A.StephenMcGough2DennisPrangle1Abstracterrorinvolvedconvergestozeroasthegridbecomesﬁner.Parameterinferen...
for Inference Variational Stochastic Differential
2023-11-13 11:59:1011881.78 MB25
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