"Finite"的相关文档

Noise and Fluctuation of Finite Learning Rate Stochastic Gradient Descent
NoiseandFluctuationofFiniteLearningRateStochasticGradientDescentKangqiaoLiu1LiuZiyin1MasahitoUeda123AbstractandTeh,2011).Whenthenoiseisduetominibatchsam-pling,thenoiseiscalledtheSGDnoiseorminibatch...
Learning of and Rate Noise
2023-11-16 19:15:3712061.05 MB3
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Finite mixture models do not reliably learn the number of components
FinitemixturemodelsdonotreliablylearnthenumberofcomponentsDianaCai1TrevorCampbell2TamaraBroderick3Abstracthakaranetal.,2016),microscopygroups(Rubin-Delanchyetal.,2015;Grifﬁe´etal.,2016),haplotype...
Models Learn Finite Do Mixture
2023-11-16 18:38:1214671.56 MB25
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Amortized Finite Element Analysis for Fast PDE-Constrained Optimization
AmortizedFiniteElementAnalysisforFastPDE-ConstrainedOptimizationTianjuXue1AlexBeatson2SigridAdriaenssens1RyanP.Adams2AbstractbyPDEs.Commonexamplesincludeoptimaldesign,op-timalcontrol,andtheidentiﬁ...
for Analysis Fast Finite Amortized
2023-11-14 21:43:0414671001.9 KB12
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Random Shuffling Beats SGD after Finite Epochs
RandomShufﬂingBeatsSGDafterFiniteEpochsJeffHaoChen1SuvritSra2Abstract1.IntroductionAlong-standingprobleminoptimizationisWefocusonminimizationoftheﬁnite-sumprovingthatRANDOMSHUFFLE,thewithout-repl...
random SGD Finite Shuffling Beats
2023-11-13 14:48:211431307.72 KB27
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Near optimal Finite time identification of arbitrary linear dynamical systems
NearoptimalﬁnitetimeidentiﬁcationofarbitrarylineardynamicalsystemsTuhinSarkar1AlexanderRakhlin2Abstractpopularlinearfeedbackcontrolsystemfoundinavarietyofdevices,fromplanetarysoftlandingsystemsfo...
of Identification Optimal Time Arbitrary
2023-11-13 14:47:57617773.34 KB6
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Lightweight Stochastic Optimization for Minimizing Finite Sums with InFinite Data
LightweightStochasticOptimizationforMinimizingFiniteSumswithInﬁniteDataShuaiZheng1JamesT.Kwok1Abstractiandgaresmoothandconvex.Stochasticgradientde-scent(SGD)(Robbins&Monro,1951)anditsvariantsVaria...
for Optimization Stochastic Minimizing Finite
2023-11-13 12:00:031250329.88 KB25
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Beyond Finite Layer Neural Networks Bridging Deep Architectures and Numerical Differential Equations
BeyondFiniteLayerNeuralNetworks:BridgingDeepArchitecturesandNumericalDifferentialEquationsYipingLu1AoxiaoZhong2QuanzhengLi234BinDong564Abstractswhilemaintainingasimilarperformance.Thiscanbeexplaine...
Neural Networks Deep Beyond Layer
2023-11-13 11:59:09571855.18 KB7
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