"Newton"的相关文档

标签“Newton”的相关文档，共11条

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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Adaptive Newton Sketch Linear-time Optimization with Quadratic Convergence and Effective Hessian Dimensionality
AdaptiveNewtonSketch:Linear-timeOptimizationwithQuadraticConvergenceandEffectiveHessianDimensionalityJonathanLacotte1YifeiWang1MertPilanci1Abstract1.IntroductionWeproposearandomizedalgorithmwithWec...
Adaptive Optimization with Newton Sketch
2023-11-16 18:00:256201.19 MB28
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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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Semismooth Newton Algorithm for Efficient Projections onto $ ell_1, infty$-norm Ball
SemismoothNewtonAlgorithmforEfﬁcientProjectionsonto1,∞-normBallDejunChu1ChangshuiZhang1ShiliangSun2QingTao3AbstracttionproblemThestructuredsparsity-inducing1,∞-norm,asminL(W)+λR(W)(1)ageneraliz...
for Efficient Algorithm Newton Semismooth
2023-11-14 21:46:221493389.56 KB6
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Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation
MulticlassNeuralNetworkMinimizationviaTropicalNewtonPolytopeApproximationGeorgiosSmyrnis1PetrosMaragos1Abstracttherecentadventofneuralnetworkshasprovideditwithan-otherapplicationofgreatinterest,whi...
Neural Newton via Network Multiclass
2023-11-14 21:45:159631.07 MB6
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Estimating the Error of Randomized Newton Methods A Bootstrap Approach
EstimatingtheErrorofRandomizedNewtonMethods:ABootstrapApproachJessieX.T.Chen1MilesE.Lopes2AbstractresearchhasbeendrivenbythefactthatcomputinganinverseHessiantomachineprecisioncanbeverycostlyRandomi...
of Newton Methods the Estimating
2023-11-14 21:44:041358471.21 KB20
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Stochastic Variance-Reduced Cubic Regularized Newton Methods
StochasticVariance-ReducedCubicRegularizedNewtonMethodsDongruoZhou1PanXu1QuanquanGu1Abstracttheirextensions(Ghadimi&Lan,2013;Reddietal.,2016a;Allen-Zhu&Hazan,2016;Ghadimi&Lan,2016).Never-Weproposea...
Newton Methods Stochastic Variance-Reduced Cubic
2023-11-13 12:00:4512431.08 MB17
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Randomized Block Cubic Newton Method
RandomizedBlockCubicNewtonMethodNikitaDoikov1PeterRichta´rik234AbstractwhereQ⊆RNisaclosedconvexset,andg,φandψareconvexfunctionswithdifferentsmoothnessandstructuralWestudytheproblemofminimizingt...
Newton Block Method Cubic Randomized
2023-11-13 12:00:311006564.03 KB26
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An Efficient Semismooth Newton based Algorithm for Convex Clustering
AnEfﬁcientSemismoothNewtonBasedAlgorithmforConvexClusteringYanchengYuan1DefengSun2Kim-ChuanToh3Abstractwhichisnotavailableinmanyrealapplications.There-fore,inrealapplications,k-meansistypicallytri...
for Efficient An Algorithm Newton
2023-11-13 11:59:011105599.66 KB15
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A Semismooth Newton Method for Fast, Generic Convex Programming
ASemismoothNewtonMethodforFast,GenericConvexProgrammingAlnurAli1EricWong1J.ZicoKolter2Abstracti.e.,thespaceofm×mpositivesemideﬁnitematricesSm+,yieldsasemideﬁniteprogram;andtakingKasthesecond-Wei...
for Newton Fast Convex Method
2023-11-12 20:45:341041765.24 KB3
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Approximate Newton Methods and Their Local Convergence
ApproximateNewtonMethodsandTheirLocalConvergenceHaishanYe1LuoLuo1ZhihuaZhang2Abstractwhereηt>0isthesteplength.IfQtistheidentitymatrixandg(x(t))=∇F(x(t)),theresultingprocedureiscalledManymachinele...
and Approximate Newton Methods Their
2023-11-12 20:43:53966653.63 KB9
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