"Algorithms"的相关文档

标签“Algorithms”的相关文档，共77条

Parameterized Algorithms for the Matrix Completion Problem
ParameterizedAlgorithmsfortheMatrixCompletionProblemRobertGanian1IyadKanj2SebastianOrdyniak3StefanSzeider1Abstractobservingasamplefromthesetofentriesofalow-rankmatrix,andattemptingtorecoverthemissi...
for Matrix Completion Algorithms the
2023-11-13 12:00:241370326.91 KB26
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Parallel and Streaming Algorithms for K-Core Decomposition
ParallelandStreamingAlgorithmsforK-CoreDecompositionHosseinEsfandiari1SilvioLattanzi1VahabMirrokni1Abstractproblem(Leeetal.,2010;Bahmanietal.,2012;Epastoetal.,2015;Esfandiarietal.,2015).Thek-corede...
for and Algorithms Decomposition Parallel
2023-11-13 12:00:241680561.61 KB22
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Optimal Rates of Sketched-regularized Algorithms for Least-Squares Regression over Hilbert Spaces
OptimalRatesofSketched-regularizedAlgorithmsforLeast-SquaresRegressionoverHilbertSpacesJunhongLin1VolkanCevher1Abstracttofunctionalregression(Ramsay,2006)andlinearinverseWeinvestigateregularizedalg...
of for Algorithms Optimal Rates
2023-11-13 12:00:21654323.28 KB12
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Massively Parallel Algorithms and Hardness for Single-Linkage Clustering under $ ell_p$ Distances
MassivelyParallelAlgorithmsandHardnessforSingle-LinkageClusteringunderpDistancesGrigoryYaroslavtsev1AdithyaVadapalli1AbstractWeconsidertheproblemofconstructingaSingle-LinkageWepresentﬁrstmassively...
for and Algorithms Parallel Massively
2023-11-13 12:00:071251324.77 KB30
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Learning Steady-States of Iterative Algorithms over Graphs
LearningSteady-StatesofIterativeAlgorithmsoverGraphsHanjunDai1ZornitsaKozareva2BoDai1AlexanderJ.Smola2LeSong13Abstracttheresultsoftheaggregationoperator.Moregenerally,theintermediaterepresentationh...
Learning of Algorithms graphs Iterative
2023-11-13 12:00:006383.09 MB11
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Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap
ErrorEstimationforRandomizedLeast-SquaresAlgorithmsviatheBootstrapMilesE.Lopes1ShusenWang2MichaelW.Mahoney2AbstractDrineasetal.,2012;Clarkson&Woodruff,2013;Woodruff,2014;Maetal.,2014;Mengetal.,2014...
for Algorithms via Estimation Error
2023-11-13 11:59:311250737.89 KB19
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Efficient First-Order Algorithms for Adaptive Signal Denoising
EfﬁcientFirst-OrderAlgorithmsforAdaptiveSignalDenoisingDmitriiOstrovskii1ZaidHarchaoui2AbstractsubspacesSofsignalswhosespectralrepresentation,asgivenbytheDiscreteFourierorDiscreteWavelettransform,...
Adaptive for Efficient Algorithms First-Order
2023-11-13 11:59:3010181.43 MB6
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Approximation Algorithms for Cascading Prediction Models
ApproximationAlgorithmsforCascadingPredictionModelsMatthewStreeter1Abstractwithstate-of-the-artaccuracy.Forexample,themostac-curateNasNetmodelachieves82.7%accuracyonIma-Wepresentanapproximationalgo...
for Models Algorithms Approximation Prediction
2023-11-13 11:59:041969365.26 KB25
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Stochastic Modified Equations and Adaptive Stochastic Gradient Algorithms
StochasticModiﬁedEquationsandAdaptiveStochasticGradientAlgorithmsQianxiaoLi1ChengTai23WeinanE234Abstractwherek≥0and{γk}arei.i.duniformvariatestakingval-uesin{1,2,···,n}.Thestep-sizeηisthelea...
Adaptive and Algorithms Gradient Stochastic
2023-11-12 20:45:20988582.86 KB19
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Safety-Aware Algorithms for Adversarial Contextual Bandit
Safety-AwareAlgorithmsforAdversarialContextualBandit122WenSunDebadeeptaDeyAshishKapoorAbstractside-effectofanewtreatmentmustbetakenintoconsidera-tionforpatients’safety.Ingeneraltheseapplicationswi...
for Adversarial Algorithms Contextual Bandit
2023-11-12 20:45:111234789.72 KB10
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Robust Guarantees of Stochastic Greedy Algorithms
RobustGuaranteesofStochasticGreedyAlgorithmsAvinatanHassidim1YaronSinger2Abstractf(H).Manyfundamentalmeasuressuchasentropy,di-versity,andclusteringcanbemodeledassubmodularfunc-Inthispaperweanalyzet...
of Algorithms Guarantees Stochastic Robust
2023-11-12 20:45:091401332.51 KB8
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Provably Optimal Algorithms for Generalized Linear Contextual Bandits
ProvablyOptimalAlgorithmsforGeneralizedLinearContextualBanditsLihongLi1YuLu2DengyongZhou1Abstractetal.,2009;Lietal.,2010;2012).Intheproblemofper-sonalizednewsrecommendation,thewebsitemustrecom-Cont...
for Algorithms Optimal Contextual Provably
2023-11-12 20:45:04691312.21 KB5
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Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization in Networks
OptimalAlgorithmsforSmoothandStronglyConvexDistributedOptimizationinNetworksKevinScaman1FrancisBach2Se´bastienBubeck3YinTatLee3LaurentMassoulie´1Abstractnatelocalincrementalimprovementsteps(sucha...
for and Algorithms Optimal Convex
2023-11-12 20:44:58989426.95 KB11
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Lazifying Conditional Gradient Algorithms
LazifyingConditionalGradientAlgorithmsGa´borBraun1SebastianPokutta1DanielZink1AbstractAlgorithm1Frank-WolfeAlgorithm(Frank&Wolfe,ConditionalgradientAlgorithms(alsooftencalled1956)Frank-Wolfealgori...
Algorithms Gradient Conditional Lazifying
2023-11-12 20:44:3812171.51 MB19
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Learning Algorithms for Active Learning
LearningAlgorithmsforActiveLearningPhilipBachman1AlessandroSordoni1AdamTrischler1Abstractingtheinstancewhoselabelthemodelismostuncertainabout,ortheinstancewhoselabelisexpectedtomaximallyWeintroduce...
Learning Active for Algorithms
2023-11-12 20:44:371853446.32 KB13
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Communication-efficient Algorithms for Distributed Stochastic Principal Component Analysis
Communication-efﬁcientAlgorithmsforDistributedStochasticPrincipalComponentAnalysisDanGarber1OhadShamir2NathanSrebro3Abstractchinelearning.FordatathatconsistsofNvectorsinWestudythefundamentalproble...
for Distributed Algorithms Stochastic Communication-efficient
2023-11-12 20:44:011539595.22 KB10
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Algorithms for $ ell_p$ Low-Rank Approximation
AlgorithmsforpLow-RankApproximationFlavioChierichetti1SreenivasGollapudi2RaviKumar2SilvioLattanzi3RinaPanigrahy2DavidP.Woodruff4Abstractlow-rankapproximationinsteadoftheusuallystudied2(i.e.,Frobeni...
for Algorithms ell Low-Rank Approximation
2023-11-12 20:43:5012992.12 MB20
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