"Finite-Sum"的相关文档

Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization
StochasticFrank-WolfeforConstrainedFinite-SumMinimizationGeoffreyNe´giar1GideonDresdner2AliciaYi-TingTsai1LaurentElGhaoui13FrancescoLocatello24RobertM.Freund5FabianPedregosa6AbstractTable1.Worst-c...
for Stochastic Constrained Minimization Finite-Sum
2023-11-14 21:46:31528643.67 KB4
下载文档
Lower Complexity Bounds for Finite-Sum Convex-Concave Minimax Optimization Problems
LowerComplexityBoundsforFinite-SumConvex-ConcaveMinimaxOptimizationProblemsGuangzengXie1LuoLuo2YijiangLian3ZhihuaZhang45AbstractconvexsuchthatX⊆RdxandY⊆Rdy.Thisformula-tioncontainsseveralpopularm...
for Complexity bounds Minimax Finite-Sum
2023-11-14 21:45:051366399.12 KB29
下载文档
An Accelerated DFO Algorithm for Finite-Sum Convex Functions
AnAcceleratedDFOAlgorithmforFinite-SumConvexFunctionsYuwenChen1AntonioOrvieto1AurelienLucchi1Abstractlearningandwhichcanbeformulatedas:Derivative-freeoptimization(DFO)hasrecentlyminf(x):=1nfi(x),(1...
for An Algorithm Accelerated Convex
2023-11-14 21:43:058767.52 MB12
下载文档
Lower Bounds for Smooth Nonconvex Finite-Sum Optimization
LowerBoundsforSmoothNonconvexFinite-SumOptimizationDongruoZhou1QuanquanGu1Abstractofﬁrst-orderalgorithmsforsolving(1.1),whichhaveac-cessestotheIncrementalFirst-orderOracle(IFO)(AgarwalSmoothﬁnite...
for Optimization bounds Nonconvex Smooth
2023-11-13 14:47:471753337.02 KB25
下载文档
Level-Set Methods for Finite-Sum Constrained Convex Optimization
Level-SetMethodsforFinite-SumConstrainedConvexOptimizationQihangLin1RunchaoMa1TianbaoYang2AbstractAsolutionx¯∈Xisε-optimaliff0(x¯)−f∗≤εandε-feasibleifmaxi=1,...,m[fi(x¯)−ri]≤ε.Weconsid...
for Optimization Methods Constrained Convex
2023-11-13 12:00:03849453.12 KB4
下载文档
Oracle Complexity of Second-Order Methods for Finite-Sum Problems
OracleComplexityofSecond-OrderMethodsforFinite-SumProblemsYossiArjevani1OhadShamir1AbstractTostudythecomplexityofthisandotheroptimizationproblems,itiscommontoconsideranoraclemodel,Finite-Sumoptimiz...
of for Complexity Methods Oracle
2023-11-12 20:44:59952346.68 KB2
下载文档