"Equations"的相关文档

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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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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Learning Equations for Extrapolation and Control
LearningEquationsforExtrapolationandControlSubhamS.Sahoo1ChristophH.Lampert2GeorgMartius3AbstractMachinelearningresearchhasonlyveryrecentlystartedtolookintorelatedtechniques.Asaﬁrstwork,Martius&We...
Learning for and Control Equations
2023-11-13 11:59:5518771.96 MB28
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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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Stochastic Modified Equations and Adaptive Stochastic Gradient Algorithms
StochasticModiﬁedEquationsandAdaptiveStochasticGradientAlgorithmsQianxiaoLi1ChengTai23WeinanE234Abstractwherek≥0and{γk}arei.i.duniformvariatestakingval-uesin{1,2,···,n}.Thestep-sizeηisthelea...
Adaptive and Algorithms Gradient Stochastic
2023-11-12 20:45:20988582.86 KB19
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