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标签“Local”的相关文档，共40条

Tractable structured natural-gradient descent using Local parameterizations
TractableStructuredNatural-GradientDescentUsingLocalParameterizationsWuLin1FrankNielsen2MohammadEmtiyazKhan3MarkSchmidt14AbstractFinally,manyrobustorglobaloptimizationtechniquesem-ployq(w)tosmootho...
Using Descent Local Structured Tractable
2023-11-16 19:42:1214972.69 MB27
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Think Global and Act Local Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces
ThinkGlobalandActLocal:BayesianOptimisationoverHigh-DimensionalCategoricalandMixedSearchSpacesXingchenWan1VuNguyen2HuongHa3BinxinRu1CongLu1MichaelA.Osborne1Abstractlow-dimensionalnorcontinuous:many...
and Local Bayesian Global Optimisation
2023-11-16 19:42:0717828.93 MB8
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Self-supervised Graph-level Representation Learning with Local and Global Structure
Self-supervisedGraph-levelRepresentationLearningwithLocalandGlobalStructureMinghaoXu1HangWang1BingbingNi1HongyuGuo2JianTang345Abstract2020).Thesemethodsareusuallytrainedinasupervisedfashion,whichre...
Learning and with Local Self-supervised
2023-11-16 19:41:4519331.04 MB30
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Lossless Compression of Efficient Private Local Randomizers
LosslessCompressionofEfﬁcientPrivateLocalRandomizersVitalyFeldman1KunalTalwar1AbstractTheconceptofaLocalrandomizerdatesbacktotheworkofWarner(1965)whereitwasusedtoencouragetruthful-LocallyDifferent...
of Efficient Local Private Compression
2023-11-16 19:05:10817460.31 KB2
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Local Correlation Clustering with Asymmetric Classification Errors
LocalCorrelationClusteringwithAsymmetricClassiﬁcationErrorsJafarJafarov1SanchitKalhan2KonstantinMakarychev2YuryMakarychev3Abstractteringproblemhasfounduseinavarietyofapplications,suchasco-referenc...
with Local Asymmetric Clustering Classification
2023-11-16 19:05:091530334.59 KB19
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Local Algorithms for Finding Densely Connected Clusters
LocalAlgorithmsforFindingDenselyConnectedClustersPeterMacgregor1HeSun1Abstract1.1.OurContributionLocalgraphclusteringisanimportantalgorithmicWestudyLocalgraphclusteringforlearningthestructuretechni...
for Algorithms Local Connected Finding
2023-11-16 19:05:0913691.48 MB3
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Exponentially Many Local Minima in Quantum Neural Networks
ExponentiallyManyLocalMinimainQuantumNeuralNetworksXuchenYou12XiaodiWu12Abstractso-calledvariationalquantummethod(e.g.,Peruzzoetal.(2014)),arethemajorcandidatesofapplicationsthatcanbeQuantumNeuralN...
Neural Local in Quantum Minima
2023-11-16 18:38:06799824.91 KB4
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Functional Space Analysis of Local GAN Convergence
FunctionalSpaceAnalysisofLocalGANConvergenceValentinKhrulkov1ArtemBabenko12IvanOseledets3Abstractousgradientdescent.InNagarajan&Kolter(2017)itwasshownthatundermildassumptions,thismethodisLocallyRec...
of Analysis Local Convergence Space
2023-11-16 18:37:5518354.79 MB29
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From Local to Global Norm Emergence Dissolving Self-reinforcing Substructures with Incremental Social Instruments
FromLocaltoGlobalNormEmergence:DissolvingSelf-reinforcingSubstructureswithIncrementalSocialInstrumentsYiweiLiu1234JiamouLiu4KaibinWan1ZhanQin56ZijianZhang24BakhadyrKhoussainov34LiehuangZhu2Abstract...
from Local to Global Norm
2023-11-16 18:37:5419022.28 MB25
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From Local Structures to Size Generalization in Graph Neural Networks
FromLocalStructurestoSizeGeneralizationinGraphNeuralNetworksGiladYehudai1EthanFetaya2EliMeirom1GalChechik12HaggaiMaron1AbstractFigure1.WestudytheabilityofGNNstogeneralizefromsmalltolargegraphs,focu...
from Local in to generalization
2023-11-16 18:37:541331967.61 KB17
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Communication-Efficient Distributed SVD via Local Power Iterations
Communication-EfﬁcientDistributedSVDviaLocalPowerIterationsXiangLi1ShusenWang2KunChen1ZhihuaZhang1AbstractWheneithernordisbig,thedatamatrixA∈Rn×dmaynotﬁtinthememory,makingstandardsingle-machine...
Distributed Local via Communication-efficient Power
2023-11-16 18:11:231632643.25 KB14
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Byzantine-Resilient High-Dimensional SGD with Local Iterations on Heterogeneous Data
Byzantine-ResilientHigh-DimensionalSGDwithLocalIterationsonHeterogeneousDataDeepeshData1SuhasDiggavi1Abstract(Deanetal.,2012)(e.g.,trainingamachinelearningmodelwithoutcollectingtheclients’data,whi...
with on Local High-dimensional SGD
2023-11-16 18:11:1715261.21 MB24
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Bias-Variance Reduced Local SGD for Less Heterogeneous Federated Learning
Bias-VarianceReducedLocalSGDforLessHeterogeneousFederatedLearningTomoyaMurata12TaijiSuzuki23Abstractsetofthewholedatasetwhichisnotexplicitlyexchanged.Inrecentfederatedlearning,introducedbyKonecˇny...
for Local Reduced SGD Heterogeneous
2023-11-16 18:07:3714288.49 MB25
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Thompson Sampling via Local Uncertainty
ThompsonSamplingviaLocalUncertaintyZhendongWang1MingyuanZhou1Abstractbecomeacommonpractice.Sincethemodeltraininganddatacollectionusuallyhappenatthesametime,themodelThompsonsamplingisanefﬁcientalgo...
Sampling Local via Thompson Uncertainty
2023-11-14 21:46:471258784.54 KB12
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Revisiting Spatial Invariance with Low-Rank Local Connectivity
RevisitingSpatialInvariancewithLow-RankLocalConnectivityGamaleldinF.Elsayed1PrajitRamachandran1JonathonShlens1SimonKornblith1AbstractH1:Spatialinvarianceisagoodinductivebias.H2:Spatialinvarianceiso...
Low-Rank with Local Spatial Invariance
2023-11-14 21:46:111865826.51 KB22
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Puzzle Mix Exploiting Saliency and Local Statistics for Optimal Mixup
PuzzleMix:ExploitingSaliencyandLocalStatisticsforOptimalMixupJang-HyunKim12000Choo12HyunOhSong12Wo0n0h1o002003Abstract004Input1InputMixupPuzzleMix(zonly)Whiledeepneuralnetworksachievegreatper-005fo...
and Local Exploiting Mix Statistics
2023-11-14 21:46:0116883.88 MB30
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p-Norm Flow Diffusion for Local Graph Clustering
p-NormFlowDiffusionforLocalGraphClusteringKimonFountoulakis1DiWang2ShenghaoYang1Abstract1.IntroductionLocalgraphclusteringandthecloselyrelatedseedGraphsareubiquitouswhenitcomestomodelingrelation-se...
for Graph Local Diffusion Clustering
2023-11-14 21:45:511172348.38 KB15
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Is Local SGD Better than Minibatch SGD
IsLocalSGDBetterthanMinibatchSGD?BlakeWoodworth1KumarKshitijPatel1SebastianU.Stich2ZhenDai3BrianBullins1H.BrendanMcMahan4OhadShamir5NathanSrebro1Abstractcludingindatacenterand“FederatedLearning”s...
Local is Better than SGD
2023-11-14 21:44:44800617.25 KB26
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Information-Theoretic Local Minima Characterization and Regularization
Information-TheoreticLocalMinimaCharacterizationandRegularizationZhiweiJia1HaoSu1Abstractinitionsof“ﬂatness/sharpness”havebeenintroducedandanalyzed(Keskaretal.,2017;Neyshaburetal.,2018;2017;Rece...
and Local Minima Regularization Information-theoretic
2023-11-14 21:44:401507650.54 KB22
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Global Decision-Making via Local Economic Transactions
DecentralizedReinforcementLearning:GlobalDecision-MakingviaLocalEconomicTransactionsMichaelChang1SidhantKaushik1S.MatthewWeinberg2ThomasL.Grifﬁths2SergeyLevine1Abstract1.IntroductionThispaperseeks...
Local via Global Decision-Making Economic
2023-11-14 21:44:2416161.15 MB11
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