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标签“Linear”的相关文档，共83条

Meta-learning with Stochastic Linear Bandits
Meta-learningwithStochasticLinearBanditsLeonardoCella12AlessandroLazaric3MassimilianoPontil2AbstractsolidatedMABsettinginwhicheacharmisassociatedwithavectoroffeaturesandthearmpayofffunctionismod-We...
with Stochastic Bandits Linear Meta-Learning
2023-11-14 21:45:09527788.91 KB8
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Meta-learning for Mixed Linear Regression
Meta-learningforMixedLinearRegressionWeihaoKong1RaghavSomani1ZhaoSong2ShamKakade1SewoongOh1Abstractexamples(Wangetal.,2017).Inmodernsupervisedlearning,therearealargeInspiredbyhumaningenuityinquickl...
for Regression Linear Meta-Learning Mixed
2023-11-14 21:45:091920616.88 KB17
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Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently
LogarithmicRegretforLearningLinearQuadraticRegulatorsEfﬁcientlyAsafCassel1AlonCohen2TomerKoren1Abstract√O(T)regretboundforthissettingalbeitwithacomputa-WeconsidertheproblemoflearninginLin-tionall...
Learning for Regret Linear Logarithmic
2023-11-14 21:45:031205252.61 KB6
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Linear Convergence of Randomized Primal-Dual Coordinate Method for Large-scale Linear Constrained Convex Programming
LinearConvergenceofRandomizedPrimal-DualCoordinateMethodforLarge-scaleLinearConstrainedConvexProgrammingDaoliZhu1LeiZhao2Abstractadditivewithrespecttothefollowingspacedecomposition,Linearconstraine...
of Coordinate Convergence Method Primal-Dual
2023-11-14 21:45:031680870.33 KB2
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Linear Mode Connectivity and the Lottery Ticket Hypothesis
LinearModeConnectivityandtheLotteryTicketHypothesisJonathanFrankle1GintareKarolinaDziugaite2DanielM.Roy34MichaelCarbin1AbstractW0W0Westudywhetheraneuralnetworkoptimizestothesame,Linearlyconnectedmi...
and the Linear Connectivity Mode
2023-11-14 21:45:0310142.22 MB8
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Linear Lower Bounds and Conditioning of Differentiable Games
LinearLowerBoundsandConditioningofDifferentiableGamesAdamIbrahim1WaïssAzizian2GauthierGidel1IoannisMitliagkas1Abstractmind(Meschederetal.,2017),andtomakemattersworse,havebeenoftentunedsuboptimally...
of and Differentiable bounds Linear
2023-11-14 21:45:021164354.95 KB12
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Linear bandits with Stochastic Delayed Feedback
LinearBanditswithStochasticDelayedFeedbackClaireVernade1AlexandraCarpentier2TorLattimore1GiovanniZappella3BeyzaErmis3MichaelBrueckner3Abstractmostadoptedastheyallowtotakeintoaccountthestructureofth...
with Stochastic Bandits Linear Feedback
2023-11-14 21:45:021542465.47 KB25
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GNN-FiLM Graph Neural Networks with Feature-wise Linear Modulation
GNN-FiLM:GraphNeuralNetworkswithFeature-wiseLinearModulationMarcBrockschmidt1AbstractMostneuralgraphlearningmethodscanbesummarisedasneuralmessagepassing(Gilmeretal.,2017):nodesareThispaperpresentsa...
Neural Networks with Graph Linear
2023-11-14 21:44:241958301.73 KB6
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Generalization Error of Generalized Linear Models in High Dimensions
GeneralizationErrorofGeneralizedLinearModelsinHighDimensionsMelikasadatEmami1MojtabaSahraee-Ardakan12ParthePandit12SundeepRangan3AlysonK.Fletcher12AbstractaclassofgeneralizedLinearmodels(GLMs)ofthe...
of Models in generalization Linear
2023-11-14 21:44:21947546.77 KB1
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Gamification of Pure Exploration for Linear Bandits
GamiﬁcationofPureExplorationforLinearBanditsRe´myDegenne1PierreMe´nard2XuedongShang3MichalValko4Abstracthighconﬁdencetoagivenqueryusingasfewsamplesaspossible.Weinvestigateanactivepure-explorati...
of for Exploration Bandits Linear
2023-11-14 21:44:201052717.07 KB30
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Efficient Identification in Linear Structural Causal Models with Auxiliary Cutsets
EfﬁcientIdentiﬁcationinLinearStructuralCausalModelswithAuxiliaryCutsetsDanielKumor1CarlosCinelli2EliasBareinboim3Abstractysisintheﬁrstplace.Forinstance,ahealthscientistmaybeinterestedinknowingth...
Structural Efficient Identification Models in
2023-11-14 21:43:581320383.91 KB21
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ECLIPSE An Extreme-Scale Linear Program Solver for Web-Applications
ECLIPSE:AnExtreme-ScaleLinearProgramSolverforWeb-ApplicationsKinjalBasu1AmolGhoting1RahulMazumder2YaoPan1Abstract(Borisyuketal.,2017;Kenthapadietal.,2017),restaurantstousers,etc.Keyproblemsarisingi...
for An Linear Program Solver
2023-11-14 21:43:581233410.03 KB5
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Adversarial Learning Guarantees for Linear Hypotheses and Neural Networks
AdversarialLearningGuaranteesforLinearHypothesesandNeuralNetworksPranjalAwasthi1NatalieS.Frank2MehryarMohri3Abstractetal.,2018;2019;Schottetal.,2018)andworksaimedatdesigningmoresophisticatedattacks...
Learning for Adversarial and Guarantees
2023-11-14 21:43:00686223 KB29
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Switching Linear Dynamics for Variational Bayes Filtering
SwitchingLinearDynamicsforVariationalBayesFilteringPhilipBecker-Ehmck12JanPeters2PatrickvanderSmagt1Abstractexample,whenlookingatthemovementofanarm,oneisin-tuitivelyawareofcertainrestrictionsofposs...
for Variational Bayes Linear Dynamics
2023-11-13 14:48:42723949.8 KB2
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SubLinear quantum algorithms for training Linear and kernel-based classifiers
SubLinearQuantumAlgorithmsforTrainingLinearandKernel-basedClassiﬁersTongyangLi1ShouvanikChakrabarti1XiaodiWu1Abstractclassiﬁcationistoﬁndaunitvectorw¯2RdsothatWeinvestigatequantumalgorithmsforc...
for and Algorithms Linear Quantum
2023-11-13 14:48:401022759.47 KB3
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Sensitivity Analysis of Linear Structural Causal Models
SensitivityAnalysisofLinearStructuralCausalModelsCarlosCinelli1DanielKumor2BryantChen3JudeaPearl1EliasBareinboim2Abstractdertoobtaincausalclaims.Theseassumptionsareusuallyencodedastheabsenceofcerta...
Structural of Models Analysis Causal
2023-11-13 14:48:321120352.18 KB23
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Partially Linear Additive Gaussian Graphical Models
PartiallyLinearAdditiveGaussianGraphicalModelsSinongGeng1MinhaoYan2MladenKolar3OluwasanmiKoyejo4Abstractceptibletoconfoundingfromphysiologicalnoisesuchassubjectmotion(VanDijketal.,2012;Gotoetal.,20...
Models Gaussian Graphical Linear Partially
2023-11-13 14:48:13993673.9 KB14
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On the Linear Speedup Analysis of Communication Efficient Momentum SGD for Distributed Non-Convex Optimization
OntheLinearSpeedupAnalysisofCommunicationEfﬁcientMomentumSGDforDistributedNon-ConvexOptimizationHaoYu1RongJin1SenYang1Abstractwherefi(x)=E⇠i⇠Di[Fi(x;⇠i)]aresmoothnon-convexfunctionswithpossibly...
of Analysis on the Communication
2023-11-13 14:48:051060839.39 KB27
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On Sparse Linear Regression in the Local Differential Privacy Model
OnSparseLinearRegressionintheLocalDifferentialPrivacyModelDiWang1JinhuiXu1Abstractsciences(Marascuilo&Serlin,1988),genomicsresearch(Bu˘žková,2013)andsignalrecovery(Bühlmann&VanInthispaper,westu...
Sparse on Local Regression the
2023-11-13 14:48:031048962.15 KB22
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Loss Landscapes of Regularized Linear Autoencoders
LossLandscapesofRegularizedLinearAutoencodersDanielKunin1JonathanM.Bloom2AleksandrinaGoeva2CottonSeed2AbstractL(W1,W2)=X−W2W1X2F.Autoencodersareadeeplearningmodelforrepre-ParameterizingLbytheprodu...
of Autoencoders Loss Linear Regularized
2023-11-13 14:47:4715581.51 MB16
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