"Method"的相关文档 - 文库宝

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标签“Method”的相关文档，共45条

Theory of Spectral Method for Union of Subspaces-Based Random Geometry Graph
TheoryofSpectralMethodforUnionofSubspaces-BasedRandomGeometryGraphGenLi1YuantaoGu1AbstracttaskinprocessingdatapointsinUoSistoclusterthesedatapoints,whichisknownasSubspaceClustering(SC).Appli-Spectr...
of for Spectral Theory Method
2023-11-16 19:42:071704325.71 KB9
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SPADE A Spectral Method for Black-Box Adversarial Robustness Evaluation
SPADE:ASpectralMethodforBlack-BoxAdversarialRobustnessEvaluationWuxinlinCheng1ChenhuiDeng2ZhiqiangZhao1YaohuiCai2ZhiruZhang2ZhuoFeng1AbstractForinstance,studyin(Szegedyetal.,2013)proposedalayer-wis...
for Adversarial Spectral Method Robustness
2023-11-16 19:41:537123.01 MB13
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SMG A Shuffling Gradient-Based Method with Momentum
SMG:AShufﬂingGradient-BasedMethodwithMomentumTrangH.Tran1LamM.Nguyen2QuocTran-Dinh3Abstractlearning,including,butnotlimitedto,logisticregression,multi-kernellearning,conditionalrandomﬁelds,andneu...
with Momentum Method Gradient-Based Shuffling
2023-11-16 19:41:51807774.67 KB22
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On Learnability via Gradient Method for Two-Layer ReLU Neural Networks in Teacher-Student Setting
OnLearnabilityviaGradientMethodforTwo-LayerReLUNeuralNetworksinTeacher-StudentSettingShuntaAkiyama1TaijiSuzuki12Abstractforthegeneralizationaspect.Inthisstudy,wetacklethesetwoproblemsinateacher-stu...
for Gradient on via Method
2023-11-16 19:15:4219341.48 MB4
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Oblivious Sketching-based Central Path Method for Linear Programming
ObliviousSketching-basedCentralPathMethodforLinearProgrammingZhaoSong1ZhengYu2AbstractConsidersolvingagenerallinearprograminstandardformminAx=b,x≥0cxofsizeA∈Rd×nwithoutredundantInthiswork,weprop...
for Method Linear Path Sketching-based
2023-11-16 19:15:401714436.93 KB4
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Newton Method over Networks is Fast up to the Statistical Precision
NewtonMethodoverNetworksisFastuptotheStatisticalPrecisionAmirDaneshmand1GesualdoScutari1PavelDvurechensky23AlexanderGasnikov43Abstractwhere:Rd×Z→Risthelossfunction,assumedtobe(strongly)convexinx,...
Networks Newton Fast Method is
2023-11-16 19:15:37618486.91 KB27
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ADOM Accelerated Decentralized Optimization Method for Time-Varying Networks
ADOM:AcceleratedDecentralizedOptimizationMethodforTime-VaryingNetworksDmitryKovalev1EgorShulgin1PeterRichta´rik1AlexanderRogozin23AlexanderGasnikov23Abstract⇒⇒WeproposeADOM–anacceleratedMethodf...
for Optimization Accelerated Decentralized Method
2023-11-16 18:00:268054.53 MB8
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A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization
AValue-Function-basedInterior-pointMethodforNon-convexBi-levelOptimizationRishengLiu123XuanLiu12XiaomingYuan4ShangzhiZeng4JinZhang56Abstractaremainlydividedintotwotypes,forinstance,hyper-parameters...
for Optimization Method Non-convex Bi-level
2023-11-16 18:00:191222863.18 KB20
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A Hybrid Variance-Reduced Method for Decentralized Stochastic Non-Convex Optimization
AHybridVariance-ReducedMethodforDecentralizedStochasticNon-ConvexOptimizationRanXin1UsmanA.Khan2SoummyaKar1Abstractistosolve,vialocalcomputationandcommunication,thefollowingoptimizationproblem:This...
for Stochastic Decentralized Method Non-convex
2023-11-16 17:52:037514.5 MB4
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A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples
AScalableSecondOrderMethodforIll-ConditionedMatrixCompletionfromFewSamplesChristianKu¨mmerle1ClaudioMayrinkVerdun2AbstractedgeofΩandPΩ(X0),wherePΩ:Rd1×d2→Rmisthesubsamplingoperatorthatmapsama...
for Matrix Method Scalable Order
2023-11-16 17:51:586781.75 MB29
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A Sampling-Based Method for Tensor Ring Decomposition
ASampling-BasedMethodforTensorRingDecompositionOsmanAsifMalik1StephenBecker1Abstractthateachhavestrengthsandweaknesses(Kolda&Bader,2009).ThenumberofparametersintheCPdecompositionWeproposeasampling-...
for Tensor Method Decomposition Sampling-Based
2023-11-16 17:51:581251610.54 KB19
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A Riemannian Block Coordinate Descent Method for Computing the Projection Robust Wasserstein Distance
ARiemannianBlockCoordinateDescentMethodforComputingtheProjectionRobustWassersteinDistanceMinhuiHuang1ShiqianMa2LifengLai1Abstractother.TocalculatetheWassersteindistance,oneisrequiredtosolveanoptima...
for Coordinate Descent Block Method
2023-11-16 17:51:58698954.19 KB15
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A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups
APracticalMethodforConstructingEquivariantMultilayerPerceptronsforArbitraryMatrixGroupsMarcFinzi1MaxWelling2AndrewGordonWilson1AbstractGroupTypeSoOlvuirnCgoAnlsgtorraiitnhtmEquivariantLinearLayerSy...
for Method Practical Multilayer Equivariant
2023-11-16 17:51:56605666.94 KB19
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A New Formalism, Method and Open Issues for Zero-Shot Coordination
ANewFormalism,MethodandOpenIssuesforZero-ShotCoordinationJohannesTreutlein12MichaelDennis3CasparOesterheld4JakobFoerster125Abstract1.00.91.01.0Inmanycoordinationproblems,independentlyreasoninghuman...
for and Method New Open
2023-11-16 17:52:0517622.67 MB3
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A Novel Sequential Coreset Method for Gradient Descent Algorithms
ANovelSequentialCoresetMethodforGradientDescentAlgorithmsJiaweiHuang1RuominHuang2WenjieLiu1NikolaosM.Freris1HuDing1AbstractoriginalsetP;thatis,wecanreplacePbyP˜whenrunningAwiderangeofoptimizationp...
for Gradient Descent Sequential Method
2023-11-16 17:51:56783512.74 KB24
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A Novel Method to Solve Neural Knapsack Problems
ANovelMethodtoSolveNeuralKnapsackProblemsDuanshunLi1JingLiu2DongeunLee3AliSeyedmazloom4GiridharKaushik4KookjinLee5NoseongPark6Abstracttoastudy,KPsareoneofthetop-20mostpopularprob-lems(Kellereretal....
Neural to Method Novel Problems
2023-11-16 17:51:5619221.13 MB29
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The Differentiable Cross-Entropy Method
TheDifferentiableCross-EntropyMethodBrandonAmos1DenisYarats12Abstractmodelthatisgeneratingpotentialoutcomesconditionalonxhappeningthatyouwanttooptimizeover.End-to-endlearn-WestudytheCross-EntropyMe...
the Differentiable Method Cross-Entropy
2023-11-14 21:46:435374.48 MB30
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Stochastic Subspace Cubic Newton Method
StochasticSubspaceCubicNewtonMethodFilipHanzely1NikitaDoikov2PeterRichta´rik1YuriiNesterov2Abstractareinterestedintheregimewherethedimensiondisverylarge,whicharisesinmanycontexts,suchasthetraining...
Newton Stochastic Subspace Method Cubic
2023-11-14 21:46:33957792.33 KB14
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Statistically Preconditioned Accelerated Gradient Method for Distributed Optimization
StatisticallyPreconditionedAcceleratedGradientMethodforDistributedOptimizationHadrienHendrikx1LinXiao2Se´bastienBubeck2FrancisBach1LaurentMassoulie´1Abstractleaveψmainlyfornon-smoothregularizati...
for Distributed Gradient Accelerated Method
2023-11-14 21:46:31666486.51 KB11
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Principled learning Method for Wasserstein distributionally robust optimization with local perturbations
PrincipledLearningMethodforWassersteinDistributionallyRobustOptimizationwithLocalPerturbationsYongchanKwon1WonyoungKim2Joong-HoWon2MyungheeChoPaik2Abstractsothecomputationoftheriskin(1)isimpossible...
Learning for Robust Method Wasserstein
2023-11-14 21:45:551300549.69 KB21
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