"Minima"的相关文档

标签“Minima”的相关文档，共9条

Exponentially Many Local Minima in Quantum Neural Networks
ExponentiallyManyLocalMinimainQuantumNeuralNetworksXuchenYou12XiaodiWu12Abstractso-calledvariationalquantummethod(e.g.,Peruzzoetal.(2014)),arethemajorcandidatesofapplicationsthatcanbeQuantumNeuralN...
Neural Local in Quantum Minima
2023-11-16 18:38:06799824.91 KB4
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Unique Properties of Wide Minima in Deep Networks
UniquePropertiesofFlatMinimainDeepNetworksRotemMulayoff1TomerMichaeli1Abstractmodels(Gunasekaretal.,2018b)anddeepnonlinearnet-workswithhomogeneousactivationfunctions(Lyu&Li,Itiswellknownthat(stocha...
of Deep in Minima Wide
2023-11-14 21:46:5512801.32 MB23
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Normalized Flat Minima Exploring Scale Invariant Definition of Flat Minima for Neural Networks Using PAC-Bayesian Analysis
NormalizedFlatMinima:ExploringScaleInvariantDeﬁnitionofFlatMinimaforNeuralNetworksUsingPAC-BayesianAnalysisYusukeTsuzuku12IsseiSato12MasashiSugiyama21Abstractbleexplanationforthegeneralizationabil...
Exploring Invariant Scale Minima Normalized
2023-11-14 21:45:265713.26 MB30
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Information-Theoretic Local Minima Characterization and Regularization
Information-TheoreticLocalMinimaCharacterizationandRegularizationZhiweiJia1HaoSu1Abstractinitionsof“ﬂatness/sharpness”havebeenintroducedandanalyzed(Keskaretal.,2017;Neyshaburetal.,2018;2017;Rece...
and Local Minima Regularization Information-theoretic
2023-11-14 21:44:401507650.54 KB22
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Passed & Spurious Descent Algorithms and Local Minima in Spiked Matrix-Tensor Models
Passed&Spurious:DescentAlgorithmsandLocalMinimainSpikedMatrix-TensorModelsStefanoSaraoMannelli1FlorentKrzakala2PierfrancescoUrbani1LenkaZdeborova´1AbstractRecentyearsbroughtapopularlineofresearchi...
and Algorithms Descent Local Spurious
2023-11-13 14:48:131872455.25 KB12
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Gradient Descent Finds Global Minima of Deep Neural Networks
GradientDescentFindsGlobalMinimaofDeepNeuralNetworksSimonS.Du1JasonD.Lee2HaochuanLi34LiweiWang54XiyuZhai6AbstractThesecondmysteriousphenomenonintrainingdeepneuralnetworksis“deepernetworksareharder...
of Gradient Descent Deep Global
2023-11-13 14:47:201830409.38 KB29
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Spurious Local Minima are Common in Two-Layer ReLU Neural Networks
SpuriousLocalMinimaareCommoninTwo-LayerReLUNeuralNetworksItaySafran1OhadShamir1Abstractlearning,andtensordecomposition,donothavespuriouslocalMinimaundersuitableassumptions,inwhichcaselo-Weconsidert...
Local in Are Spurious Minima
2023-11-13 12:00:42585385.45 KB20
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Sharp Minima Can Generalize For Deep Nets
SharpMinimaCanGeneralizeForDeepNetsLaurentDinh1RazvanPascanu2SamyBengio3YoshuaBengio14Abstractapproximatecertainfunctions(e.g.Montufaretal.,2014;Raghuetal.,2016).Otherworks(e.gDauphinetal.,2014;Des...
for Deep Can Nets Generalize
2023-11-12 20:45:1412391.43 MB18
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No Spurious Local Minima in Nonconvex Low Rank Problems A Unified Geometric Analysis
NoSpuriousLocalMinimainNonconvexLowRankProblems:AUniﬁedGeometricAnalysisRongGe1ChiJin2YiZheng1Abstract2016;Parketal.,2016)andmatrixcompletion(Geetal.,2016)havewell-behavedoptimizationlandscape:all...
Local in low No Spurious
2023-11-12 20:44:541001361.93 KB22
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