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标签“Faster”的相关文档，共22条

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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Faster Kernel Matrix Algebra via Density Estimation
FasterKernelMatrixAlgebraviaDensityEstimationArtursBackurs1PiotrIndyk2CameronMusco3TalWagner4Abstractetal.(2008)foranoverview.Westudyfastalgorithmsforcomputingfunda-Kernelmethodstypicallyoperateusi...
Kernel Matrix via Density Estimation
2023-11-16 18:38:091642413.16 KB30
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EfficientNetV2 Smaller Models and Faster Training
EfﬁcientNetV2:SmallerModelsandFasterTrainingMingxingTan1QuocV.Le1AbstractEffNetV2-XL(21k)87ThispaperintroducesEfﬁcientNetV2,anewfam-ilyofconvolutionalnetworksthathaveFasterL(21k)trainingspeedandb...
Models and Faster Training Smaller
2023-11-16 18:37:591654621.41 KB14
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Hey, that’s not an ODE Faster ODE Adjoints via Seminorms
“Hey,that’snotanODE”:FasterODEAdjointsviaSeminormsPatrickKidger12RickyT.Q.Chen34TerryLyons12AbstractarecomposedsuchthatNeuraldifferentialequationsmaybetrainedz(τ)=1(x,φ),bybackpropagatinggradi...
An Faster that ODE Not
2023-11-16 17:52:001347775.87 KB19
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Stronger and Faster Wasserstein Adversarial Attacks
StrongerandFasterWassersteinAdversarialAttacksKaiwenWu12AllenHouzeWang12YaoliangYu12Abstract✏=0.05✏=0.10✏=0.20✏=0.40Deepmodels,whilebeingextremelyﬂexibleand`1accurate,aresurprisinglyvulnerable...
Adversarial and Faster Wasserstein Attacks
2023-11-14 21:46:359911.35 MB20
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Faster Graph Embeddings via Coarsening
FasterGraphEmbeddingsviaCoarseningMatthewFahrbach1GramozGoranci2RichardPeng3SushantSachdeva2ChiWang4AbstractWhilesomeofthesegraphembeddingapproachesareex-plicitlybasedonmatrix-factorization(Tang&Li...
Embeddings Graph via Faster Coarsening
2023-11-14 21:44:111791773.64 KB6
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Extra-gradient with player sampling for Faster convergence in n-player games
ExtragradientwithplayersamplingforFasterNashequilibriumﬁndingSamyJelassi1CarlesDomingo-Enrich2DamienScieur3ArthurMensch42JoanBruna2Abstractvexn-playergames,forwhichNashequilibriaexist(Rosen,1965)....
for Sampling with Convergence Faster
2023-11-14 21:44:0919291.18 MB21
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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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First-Order Algorithms Converge Faster than $O(1 k)$ on Convex Problems
First-OrderAlgorithmsConvergeFasterthanO(1/k)onConvexProblemsChing-peiLee1StephenJ.Wright1Abstract(3)reliesonshowingthatItiswellknownthatbothgradientdescentandkstochasticcoordinatedescentachieveagl...
Algorithms on Convex Faster than
2023-11-13 14:47:141496310.19 KB27
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Faster Stochastic Alternating Direction Method of Multipliers for Nonconvex Optimization
FasterStochasticAlternatingDirectionMethodofMultipliersforNonconvexOptimizationFeihuHuang1SongcanChen23HengHuang14Abstract1.IntroductionInthispaper,weproposeaFasterstochasticalter-Alternatingdirect...
of Stochastic Method Faster Alternating
2023-11-13 14:47:1114061.99 MB29
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Faster Attend-Infer-Repeat with Tractable Probabilistic Models
FasterAttend-Infer-RepeatwithTractableProbabilisticModelsKarlStelzner1RobertPeharz2KristianKersting13AbstractRecently,deepneuralgenerativemodelssuchasvariationalautoencoders(VAEs)(Kingma&Welling,20...
Models with Probabilistic Faster Tractable
2023-11-13 14:47:1014352.31 MB20
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Faster Algorithms for Binary Matrix Factorization
FasterAlgorithmsforBinaryMatrixFactorizationRaviKumar1RinaPanigrahy1AliRahimi1DavidP.Woodruff2AbstractproximationisFrobeniusnormerror,whereoneseekstoﬁndWegiveFasterapproximationalgorithmsforwell-U...
for Matrix Algorithms Binary Faster
2023-11-13 14:47:101983361.76 KB16
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Towards More Efficient Stochastic Decentralized Learning Faster Convergence and Sparse Communication
TowardsMoreEfﬁcientStochasticDecentralizedLearning:FasterConvergenceandSparseCommunicationZebangShen12AryanMokhtari3TengfeiZhou1PeilinZhao4HuiQian1Abstractvariableofnoden,theproblemofinterestisRec...
Learning Efficient Stochastic Decentralized Faster
2023-11-13 12:00:541262548.94 KB25
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Matrix Norms in Data Streams Faster, Multi-Pass and Row-Order
MatrixNormsinDataStreams:Faster,Multi-PassandRow-OrderVladimirBraverman1StephenChestnut2RobertKrauthgamer3YiLi4DavidWoodruff5LinYang6Abstracturalorder(sortedwithiastheprimarykey,andjasthesec-ondary...
Matrix Data Streams in Norms
2023-11-13 12:00:081845609.44 KB4
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Faster Derivative-Free Stochastic Algorithm for Shared Memory Machines
FasterDerivative-FreeStochasticAlgorithmforSharedMemoryMachinesBinGu1ZhouyuanHuo1ChengDeng2HengHuang12Abstractsianmatrixoritsapproximations)oftheobjectivefunction.Forexample,Hogwild!(Rechtetal.,201...
for Algorithm Stochastic Faster Memory
2023-11-13 11:59:351225844.95 KB2
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Stochastic Convex Optimization Faster Local Growth Implies Faster Global Convergence
StochasticConvexOptimization:FasterLocalGrowthImpliesFasterGlobalConvergenceYiXu1QihangLin2TianbaoYang1Abstract1.IntroductionInthispaper,anewtheoryisdevelopedforﬁrst-Inthispaper,weareinterestedins...
Optimization Local Stochastic Convex Faster
2023-11-12 20:45:191306419.43 KB2
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Reduced Space and Faster Convergence in Imperfect-Information Games via Pruning
ReducedSpaceandFasterConvergenceinImperfect-InformationGamesviaPruningNoamBrown1TuomasSandholm1AbstractwasusedtoessentiallysolveLimitTexasHold’em,thelargestimperfect-informationgameevertobeessenti...
and Convergence in Faster Space
2023-11-12 20:45:061927504.5 KB22
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Natasha Faster Non-Convex Stochastic Optimization via Strongly Non-Convex Parameter
Natasha:FasterNon-ConvexStochasticOptimizationviaStronglyNon-ConvexParameterZeyuanAllen-Zhu1Abstractrandom∇fi(x).Givenanon-convexfunctionf(x)thatisanav-•Theso-calledproximaltermψ(x)addsmoregener...
Optimization Stochastic via Faster Non-convex
2023-11-12 20:44:521106962.56 KB14
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Follow the Compressed Leader Faster Online Learning of Eigenvectors and Faster MMWU
FollowtheCompressedLeader:FasterOnlineLearningofEigenvectorsandFasterMMWUZeyuanAllen-Zhu1YuanzhiLi2Abstractsymmetricandsatisﬁes0AkI.1Boththeseassump-tionsareforthesakeofsimplicityandcanberelaxed.2...
Learning Online the Compressed Faster
2023-11-12 20:44:241836946.85 KB30
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Faster Principal Component Regression and Stable Matrix Chebyshev Approximation
FasterPrincipalComponentRegressionandStableMatrixChebyshevApproximationZeyuanAllen-Zhu1YuanzhiLi2AbstracttasksofPCPandPCRbecometrivialbecausetheprojec-tionmatrixcanbeconstructedexplicitly.Wesolvepr...
Matrix and Regression Principal Component
2023-11-12 20:44:241457490.91 KB19
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