"Non-convex"的相关文档 - 文库宝

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标签“Non-convex”的相关文档，共26条

Zeroth-Order Non-convex Learning via Hierarchical Dual Averaging
Zeroth-OrderNon-convexLearningviaHierarchicalDualAveragingAmélieHéliou1MatthieuMartin1PanayotisMertikopoulos21ThibaudRahier1Abstractalsorequiresthattheproblem’sobjectiveremainstationaryduringthe...
Learning via Hierarchical Dual Non-convex
2023-11-16 19:41:28660401.59 KB8
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Optimal Non-convex Exact Recovery in Stochastic Block Model via Projected Power Method
OptimalNon-convexExactRecoveryinStochasticBlockModelviaProjectedPowerMethodPengWang1HuikangLiu2ZiruiZhou3AnthonyMan-ChoSo1Abstractmodel(SBM),whichtendstogenerategraphscontainingunderlyingcommunitys...
Stochastic in Block Optimal Non-convex
2023-11-16 19:28:251761519.35 KB15
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Regret Minimization in Stochastic Non-convex Learning via a Proximal-Gradient Approach
RegretMinimizationinStochasticNon-convexLearningviaaProximal-GradientApproachNadavHallak1PanayotisMertikopoulos2VolkanCevher3Abstractproblems,andtheycanadapttodifferentmeasuresofregretunderdifferen...
Learning Stochastic via in Non-convex
2023-11-16 19:28:23647361.94 KB11
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MARINA Faster Non-convex Distributed Learning with Compression
MARINA:FasterNon-convexDistributedLearningwithCompressionEduardGorbunov123KonstantinBurlachenko3ZhizeLi3PeterRichta´rik3AbstractmentofnewefﬁcientmethodsforNon-convexoptimizationproblems(Danilovae...
Learning Distributed with Faster Non-convex
2023-11-16 19:05:147911.43 MB4
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Leveraging Non-uniformity in First-order Non-convex Optimization
LeveragingNon-uniformityinFirst-orderNon-convexOptimizationJinchengMei12YueGao1BoDai2CsabaSzepesva´ri31DaleSchuurmans21Abstractinreinforcementlearning(RL)(Agarwaletal.,2020),super-Classicalglobalc...
Optimization in Non-convex Leveraging First-Order
2023-11-16 19:05:0717321.07 MB7
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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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Stochastic Optimization for Non-convex Inf-Projection Problems
StochasticOptimizationforNon-convexInf-ProjectionProblemsYanYan1YiXu2LiijunZhang3XiaoyuWang4TianbaoYang1AbstractX→Rmisalower-semicontinuousdifferentiablemapping,and·,·istheinnerproduct.Therequir...
for Optimization Stochastic Non-convex Problems
2023-11-14 21:46:331519652.7 KB30
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Oracle Efficient Private Non-convex Optimization
OracleEfﬁcientPrivateNon-convexOptimizationSethNeel1AaronRoth2GiuseppeVietri3ZhiweiStevenWu3Abstractandaparameterw∈W:argminwL(D,w).Thisgeneralclassofproblemsincludesclassicalempiricalriskminimiza...
Efficient Optimization Private Non-convex Oracle
2023-11-14 21:45:46538316.25 KB24
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Non-convex Learning via Replica Exchange Stochastic Gradient MCMC
Non-convexLearningviaReplicaExchangeStochasticGradientMCMCWeiDeng1QiFeng2LiyaoGao1FamingLiang1GuangLin1AbstractinDNNsbyinjectingnoisestostochasticgradients.Sincethen,varioushigh-orderSGMCMCalgorith...
Learning Gradient Stochastic via Non-convex
2023-11-14 21:45:246521.31 MB23
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IPBoost – Non-convex Boosting via Integer Programming
IPBoost–Non-convexBoostingviaIntegerProgrammingMarcPfetsch1SebastianPokutta2Abstractdescent.Boostingschemesofthistypeareoftenreferredtoasconvexpotentialboosters.TheseprocedurescanachieveRecentlyno...
via Non-convex Integer Programming Boosting
2023-11-14 21:44:441987326.55 KB18
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Inertial Block Proximal Methods for Non-convex Non-Smooth Optimization
InertialBlockProximalMethodsForNon-convexNon-SmoothOptimizationLeThiKhanhHien1NicolasGillis1PanagiotisPatrinos2Abstractbutpossiblynon-smoothNon-convexfunction,andr(x)=Weproposeinertialversionsofblo...
for Non-Smooth Methods Block Proximal
2023-11-14 21:44:381373874.58 KB10
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A Sample Complexity Separation between Non-convex and Convex Meta-Learning
ASampleComplexitySeparationbetweenNon-convexandConvexMeta-LearningNikunjSaunshi1YiZhang1MikhailKhodak2SanjeevArora13Abstractcomplexityofanunseenbutrelatedtesttask.Althoughthereisalonghistoryofsucce...
and Complexity Convex Non-convex Sample
2023-11-14 21:42:521001730.95 KB29
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Simple Stochastic Gradient Methods for Non-Smooth Non-convex Regularized Optimization
SimpleStochasticGradientMethodsforNon-SmoothNon-convexRegularizedOptimizationMichaelR.Metel1AkikoTakeda12Abstractwherefj(w)=F(w,ξj)andhasaLipschitzcontinuousgradient.Ourworkfocusesonstochasticgrad...
for Non-Smooth Gradient Methods Stochastic
2023-11-13 14:48:331862337.63 KB27
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Screening rules for Lasso with Non-convex Sparse Regularizers
ScreeningRulesforLassowithNon-convexSparseRegularizersAlainRakotomamonjy12GillesGasso1JosephSalmon3AbstractWhiletheLassohashadagreatimpactonmachinelearn-ingandsignalprocessingcommunitiesgivensomesu...
for Sparse with Non-convex Lasso
2023-11-13 14:48:2913853.89 MB28
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Katalyst Boosting Convex Katayusha for Non-convex Problems with a Large Condition Number
Katalyst:BoostingConvexKatyushaforNon-convexProblemswithaLargeConditionNumberZaiyiChen12YiXu3HaoyuanHu1TianbaoYang3AbstractwhereeachfiisaL-smoothfunction,andψ(x)isa“sim-ple”closedconvexfunctionw...
for Convex Non-convex Problems Boosting
2023-11-13 14:47:331864406.96 KB13
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Differentially Private Empirical Risk Minimization with Non-convex Loss Functions
DifferentiallyPrivateEmpiricalRiskMinimizationwithNon-convexLossFunctionsDiWang1ChangyouChen1JinhuiXu1Abstractsultsobtainedfromsensitivedatasothatthedistributionoftheperturbedresultsisinsensitiveto...
with Differentially Private Non-convex Minimization
2023-11-13 14:46:52514201.08 KB20
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signSGD Compressed Optimisation for Non-convex Problems
SIGNSGD:CompressedOptimisationforNon-convexProblemsJeremyBernstein12Yu-XiangWang23KamyarAzizzadenesheli4AnimaAnandkumar12AbstractAlgorithm1SIGNSGDTraininglargeneuralnetworksrequiresdistribut-Input:...
for Compressed Non-convex Optimisation Problems
2023-11-13 12:00:401124640.72 KB25
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Non-convex Conditional Gradient Sliding
Non-convexConditionalGradientSlidingChaoQu1YanLi2HuanXu2AbstractBesidesthisgeneralform,wealsoconsiderastochasticWeinvestigateaprojectionfreeoptimizationsettingandaﬁnite-sumsetting.Inthestochastics...
Gradient Conditional Non-convex Sliding
2023-11-13 12:00:161615411.14 KB11
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Convergence guarantees for a class of Non-convex and non-smooth optimization problems
ConvergenceguaranteesforaclassofNon-convexandnon-smoothoptimizationproblemsKoulikKhamaru1MartinJ.Wainwright12Abstractwellasreferencestherein.Accordingly,recentyearshavewitnessedanexplosionofresearc...
of for and Guarantees Convergence
2023-11-13 11:59:191274405.66 KB28
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