"Frank-Wolfe"的相关文档

One-sided Frank-Wolfe algorithms for saddle problems
One-sidedFrank-WolfealgorithmsforsaddleproblemsVladimirKolmogorov1ThomasPock2AbstractwhereX,Yareﬁnitedimensionalspaces,equippedwithaninnerproduct·,·andK:X→YisaboundedWestudyaclassofconvex-conca...
for Algorithms Saddle Problems Frank-Wolfe
2023-11-16 19:28:2314812.89 MB28
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Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets
AfﬁneInvariantAnalysisofFrank-WolfeonStronglyConvexSetsThomasKerdreux1LewisLiu23SimonLacosteJulien2345DamienScieur43AbstractAlgorithm1Frank-WolfeAlgorithmLMOLine-searchItisknownthattheFrank-Wolfe(...
of Analysis on Invariant Affine
2023-11-16 18:00:281104545.97 KB21
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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
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Spectral Frank-Wolfe Algorithm Strict Complementarity and Linear Convergence
SpectralFrank-WolfeAlgorithm:StrictComplementarityandLinearConvergenceLijunDing1YingjieFei1QiantongXu2ChengrunYang3AbstractThesetSniscalledthespectrahedron,whichisnonemptyandcompact.HenceProblem(1)...
and Algorithm Spectral Linear Frank-Wolfe
2023-11-14 21:46:281016535.37 KB22
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Self-concordant analysis of Frank-Wolfe algorithm
Self-ConcordantAnalysisofFrank-WolfeAlgorithmsPavelDvurechensky12PetrOstroukhov3KamilSaﬁn3ShimritShtern4MathiasStaudigl5Abstractcondition(Bauschkeetal.,2017;Luetal.,2018),thecorner-stoneassumption...
of Algorithm Analysis Frank-Wolfe Self-concordant
2023-11-14 21:46:201894483.83 KB25
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Can Stochastic Zeroth-Order Frank-Wolfe Method Converge Faster for Non-Convex Problems
CanStochasticZeroth-OrderFrank-WolfeMethodConvergeFasterforNon-ConvexProblems?HongchangGao1HengHuang12Abstractwhere⌦⇢Rddenotesaclosedconvexfeasibleset,eachcomponentfunctionfiissmoothandnon-convex...
Stochastic Can Method Faster Frank-Wolfe
2023-11-14 21:43:221131706.63 KB29
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Boosting Frank-Wolfe by Chasing Gradients
BoostingFrank-WolfebyChasingGradientsCyrilleW.Combettes1SebastianPokutta23AbstractifC={X∈Rm×nXnucτ}isanuclearnorm-ball,aprojectionontoCrequirescomputinganSVD,whichhasTheFrank-Wolfealgorithmhasbe...
by Gradients Boosting Frank-Wolfe Chasing
2023-11-14 21:43:19988759.03 KB5
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Frank-Wolfe with Subsampling Oracle
Frank-WolfewithSubsamplingOracleThomasKerdreux1FabianPedregosa23Alexandred’Aspremont41Abstractgorithmandvariantshaveseenanimpressiverevivalinrecentyears,duetotheirlowmemoryrequirementsandWeanalyze...
with Oracle Frank-Wolfe Subsampling
2023-11-13 11:59:371475772.33 KB15
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